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#Drug Discovery

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IEEE Signal Processing Society

Geometric Deep Learning for Drug Discovery

1 rewiews
Explore geometric deep learning techniques for drug discovery, covering graph neural networks, molecule generation, and retrosynthetic prediction. Gain insights into cutting-edge research and applications in pharmaceutical development.
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21 Lesons
58 minutes
On-Demand
Free-Video
University of Melbourne

Brain in a Dish - Advancing Understanding of Neurological Disorders

1 rewiews
Explore neural engineering's advancements in understanding complex neurological disorders through brain-in-a-dish technology, intracellular sensors, and interdisciplinary collaboration.
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26 Lesons
57 minutes
On-Demand
Free-Video
Fields Institute

Revolutionizing Medicine with Generative AI: From Data to Discovery

0 rewiews
Explore the transformative potential of generative AI in medicine through this 24-minute conference talk delivered by Ali Mahdipour Shirayeh from Princess Margaret Cancer Center, University Health Network. Delve into the cutting-edge applications of AI t…
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1 Lesons
24 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Creating the World's Premier Biological Foundation Model

0 rewiews
Explore Recursion's groundbreaking biological foundation model, revolutionizing drug discovery through advanced infrastructure, data management, and large-scale training techniques.
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1 Lesons
28 minutes
On-Demand
Free-Video
Broad Institute

AI-Driven Drug Design: Optimizing Pharmacokinetics and ADME

0 rewiews
Explore AI-driven drug design techniques for optimizing pharmacokinetics and ADME with Novartis Principal Scientist Raquel Rodríguez Pérez at the Broad Institute symposium.
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1 Lesons
25 minutes
On-Demand
Free-Video
Broad Institute

Programmable Generative Protein Design - Machine Learning in Drug Discovery

0 rewiews
Explore programmable generative protein design with Gevorg Grigoryan, CTO of Generate Biomedicines, in this symposium talk on machine learning in drug discovery.
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1 Lesons
26 minutes
On-Demand
Free-Video
Broad Institute

Automating Design of Molecules via Retrieval Augmented Generative Language Models - Broad Institute Machine Learning in Drug Discovery Symposium 2023

0 rewiews
Explore automated molecule design using retrieval-augmented generative language models in drug discovery, presented by Andrew White from the University of Rochester.
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1 Lesons
21 minutes
On-Demand
Free-Video
Broad Institute

AI in Drug Discovery: What Do We Need for Being Successful?

0 rewiews
Explore AI's role in drug discovery with Sanofi-Aventis scientist Christoph Grebner, discussing key success factors and industry insights.
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1 Lesons
39 minutes
On-Demand
Free-Video
Broad Institute

Decoding Biology with Data Abundance - Machine Learning in Drug Discovery

0 rewiews
Explore data-driven approaches to decode biology and revolutionize drug discovery with insights from Recursion's AI and Digital Sciences expert.
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1 Lesons
40 minutes
On-Demand
Free-Video
Broad Institute

Machine Learning for Discovery of Translatable Targets and Biomarkers - Keynote

0 rewiews
Explore machine learning applications in drug discovery with Daphne Koller's keynote on translatable targets and biomarkers at the Broad Institute Symposium.
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1 Lesons
51 minutes
On-Demand
Free-Video
Broad Institute

Harnessing AI for Drug Discovery: From Property Prediction to Molecular Design

0 rewiews
Explore AI's role in drug discovery, from property prediction to molecular design, with Pfizer's Head of Machine Learning Research.
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1 Lesons
37 minutes
On-Demand
Free-Video
Broad Institute

PROTPARDELLE: An All-Atom Protein Generative Model - Broad Institute Machine Learning in Drug Discovery Symposium 2023

0 rewiews
Explore PROTPARDELLE, an all-atom protein generative model, presented by Stanford's Possu Huang at the Broad Institute's Machine Learning in Drug Discovery Symposium.
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1 Lesons
22 minutes
On-Demand
Free-Video
Broad Institute

Foundation Models for Therapeutic Design and Treatment Prediction

0 rewiews
Explore foundation models for therapeutic design and treatment prediction, focusing on novel insights in biomedical research and machine learning advancements.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
NIH Clinical Center

Pipeline Research: New Therapies and Medications - Lecture 15

0 rewiews
Explore pipeline research for innovative therapies and medications, focusing on development processes and potential breakthroughs in clinical treatments.
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1 Lesons
32 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

Computational Approaches and Methodologies in Proximity Induced Pharmacology

0 rewiews
Explore computational approaches in proximity-induced pharmacology, focusing on PROTACS, structural analysis, and strategies for optimizing PROTAC screening and predicting activity.
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9 Lesons
22 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

Design and Development of Intracellular Paired Agent Imaging Molecules for Quantitative Assessment of Cancer Drug Target Availability

0 rewiews
Explore intracellular paired agent imaging for assessing cancer drug target availability in live cells and tissues through innovative molecular design.
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1 Lesons
22 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

Computer-Driven Discovery of GPCR Ligands with New Chemotypes and Functional Selectivity

0 rewiews
Explore computer-driven discovery of GPCR ligands, focusing on new chemotypes and functional selectivity. Learn structure-based techniques for rational ligand design and virtual screening.
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20 Lesons
32 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

New Technologies in MolSoft ICM: Neural Networks and Beyond

0 rewiews
Explore cutting-edge neural networks and advanced technologies in molecular modeling with MolSoft ICM, enhancing your computational chemistry capabilities.
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1 Lesons
30 minutes
On-Demand
Free-Video
School of Chemoinformatics in Latin America

Cheminformatics-Driven Discovery of Hits for Neglected and Emerging Diseases - 2022

0 rewiews
Explore AI-driven drug discovery for neglected diseases with Dr. Carolina Horta, focusing on computational methods and QSAR models for identifying new drug candidates.
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1 Lesons
39 minutes
On-Demand
Free-Video
School of Chemoinformatics in Latin America

Cheminformatics in Natural Product-Based Drug Discovery - 2022

0 rewiews
Explore computational methods for predicting biological activities, metabolic fate, and toxicity of small molecules in natural product-based drug discovery.
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1 Lesons
41 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

How Molsoft Scarab Helped Fight COVID-19 in the UK

0 rewiews
Explore how Molsoft Scarab contributed to COVID-19 research in the UK, presented by Oxford's Dr. Brian Marsden at MolSoft's User Group Meeting.
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1 Lesons
30 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

Mining in the Ultra-Large Library SAVI with Molsoft Tools

0 rewiews
Explore mining techniques in the ultra-large SAVI library using MolSoft tools, enhancing drug discovery and molecular analysis capabilities.
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1 Lesons
28 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Generalizing Diversity - Machine Learning Operationalization for Pharma Research

0 rewiews
Explore ML operationalization in pharma research, addressing challenges of transitioning from one-off to repeated model usage in critical workflows. Learn strategies for leveraging MLOps platforms in enterprise settings.
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1 Lesons
30 minutes
On-Demand
Free-Video
Broad Institute

Active Learning for Absolute Binding Free Energy Calculations in Drug Discovery

0 rewiews
Explore innovative active learning techniques for absolute binding free energy calculations, enhancing drug discovery processes and efficiency.
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1 Lesons
23 minutes
On-Demand
Free-Video
Broad Institute

Physics Informed Representation Learning for Therapeutics

0 rewiews
Dive into physics-informed representation learning for therapeutics with MIT Assistant Professor Rafael Gomez-Bombarelli, exploring innovative approaches in drug discovery and development.
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1 Lesons
21 minutes
On-Demand
Free-Video
Broad Institute

Applying Machine Learning on Drug Discovery Projects

0 rewiews
Dive into practical applications of machine learning in drug discovery projects with insights from Relay Therapeutics' Chief Data Officer, Pat Walters.
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1 Lesons
43 minutes
On-Demand
Free-Video
Broad Institute

Machine Learning in Drug Discovery - Lightning Talks

0 rewiews
Explore cutting-edge ML applications in drug discovery through lightning talks on antibody optimization, PROTAC design, small molecule binders, and protein-fragment interactions.
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5 Lesons
25 minutes
On-Demand
Free-Video
Broad Institute

What's Holding Back AI in Drug Discovery?

0 rewiews
Explore the challenges impeding AI's progress in drug discovery with insights from DeepCure's CEO Kfir Schreiber, shedding light on potential solutions and future directions.
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1 Lesons
18 minutes
On-Demand
Free-Video
World Economic Forum

What's Next for Data-Driven Medicine and AI-Powered Innovation - Insights from insitro CEO

0 rewiews
Explore AI's impact on drug discovery and targeted treatments with insitro CEO Daphne Koller. Gain insights into data challenges, company culture, and the future of AI-powered innovation in medicine.
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1 Lesons
27 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

Ligand Docking in ICM: Small Molecules, Fragments, Covalent and Template-Based Methods

0 rewiews
Master ligand docking techniques in ICM-Pro, from pocket identification to covalent docking, enhancing your molecular modeling skills for drug discovery and design.
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6 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Anyscale

Foundation Models in Drug Discovery - Ray Summit 2024

0 rewiews
Explore how foundation models are revolutionizing drug discovery across multiple biological domains. Gain insights into Recursion's large-scale approach using GPUs, robotics, and petabytes of data to transform pharmaceutical innovation.
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1 Lesons
21 minutes
On-Demand
Free-Video
Valence Labs

Derivative-Free Guidance in Continuous and Discrete Diffusion Models

0 rewiews
Explore derivative-free guidance in diffusion models for optimizing AI-generated designs while preserving naturalness. Learn about a new iterative sampling method integrating soft value functions into pre-trained models.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Great Learning

AI for Healthcare

0 rewiews
Explore AI's transformative impact on healthcare, from diagnosis to drug discovery. Learn key concepts and applications, with hands-on demos illustrating AI's potential in improving patient outcomes.
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18 Lesons
1 hour 44 minutes
On-Demand
Free-Video
TEDx

Cultivando el Bienestar - Oportunidades en Plantas Medicinales

0 rewiews
Explorando el potencial de plantas medicinales para desarrollar fármacos aprobados, Mirtha Navarro destaca la importancia de la colaboración entre academia e industria para aprovechar esta oportunidad.
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1 Lesons
14 minutes
On-Demand
Free-Video
a16z

Challenges in Healthcare Innovation

0 rewiews
Exploring healthcare innovation challenges, tech's role in rewriting medicine discovery, and the complex journey from lab to patient in a rapidly evolving, trillion-dollar industry.
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15 Lesons
22 minutes
On-Demand
Free-Video
TED

Venture Capital-Style Funding Model for Alzheimer's Research

0 rewiews
Discover groundbreaking Alzheimer's research and innovative funding approaches that are revolutionizing the fight against this devastating disease.
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1 Lesons
15 minutes
On-Demand
Free-Video
Dr. Najeeb Lectures

Penicillin - Mechanism of Action and Pharmacology

0 rewiews
Comprehensive exploration of penicillin's history, mechanism, uses, and clinical significance. Covers discovery, types, spectrum of activity, and resistance, providing valuable insights for medical professionals and students.
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1 Lesons
3 hours 51 minutes
On-Demand
Free-Video
Imperial College London

The Drug Development Journey for New Cancer Treatments - Part 1

0 rewiews
Explore the journey of cancer drug development with Prof. Paul Workman, focusing on basic science, drug discovery, and biomarker development leading to innovative treatments.
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1 Lesons
19 minutes
On-Demand
Free-Video
Labroots

Novel Tools for Drug Discovery in Neurodegenerative Diseases

0 rewiews
Explore novel molecular tools for Alzheimer's and Parkinson's drug discovery. Learn about in vitro generation of neurotoxic protein aggregates and their potential to accelerate research in neurodegenerative diseases.
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1 Lesons
27 minutes
On-Demand
Free-Video
Labroots

Microplate Reader Detection of a Fluorescent Substrate to Determine Transporter Activity and Identify Novel Inhibitors

0 rewiews
Optimize a high-throughput fluorescent-based assay to assess transporter activity using ASP+ substrate. Learn about this innovative method for studying transporter properties in pharmaceutical research.
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1 Lesons
29 minutes
On-Demand
Free-Video
American Society for Microbiology

The Global Preclinical Antibacterial Pipeline - Editors in Conversation

0 rewiews
Explore the global preclinical antibacterial pipeline, discussing progress, challenges, and opportunities in antibiotic discovery with WHO expert Valeria Gigante and AAC Editor Cesar Arias.
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18 Lesons
38 minutes
On-Demand
Free-Video
Labroots

Novel Tools for Drug Discovery in Neurodegenerative Diseases

0 rewiews
Explore novel molecular tools for Alzheimer's and Parkinson's drug discovery. Learn about in vitro generation of neurotoxic protein aggregates and their potential to accelerate research in neurodegenerative diseases.
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1 Lesons
27 minutes
On-Demand
Free-Video
The Royal Institution

Can Data Make a Medicine? - With Patrick Vallance

0 rewiews
Explore how real-time data and open-source information revolutionize medicine development, from identifying molecules to conducting clinical trials and improving patient care.
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21 Lesons
47 minutes
On-Demand
Free-Video
Databricks

Drug and Vaccine Discovery Using Knowledge Graphs and Apache Spark

0 rewiews
Explore how GSK uses knowledge graphs and Apache Spark to build a massive medical database, enabling advanced drug and vaccine discovery through innovative data querying and machine learning techniques.
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14 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Building a Knowledge Graph with Spark and NLP for Novel Drug Recommendations

0 rewiews
Explore drug discovery using knowledge graphs, NLP, and Spark. Learn techniques for efficient data processing, entity recognition, and relationship extraction to enhance pharmaceutical research.
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28 Lesons
41 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

ACM-IMS Interdisciplinary Summit on the Foundations of Data Science

0 rewiews
Explore cutting-edge data science topics with leading experts, including deep learning, reinforcement learning, robustness, fairness, and ethics, through keynote talks and panel discussions.
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9 Lesons
5 hours 59 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Anthony Bak - Spaces of Shapes Persistent Homology for Drug Discovery

0 rewiews
Explore persistent homology in drug discovery, focusing on structure-based design, chemical compound analysis, and machine learning applications for virtual screening and classification.
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21 Lesons
40 minutes
On-Demand
Free-Video
Bioinformatics With BB

Molecular Docking with AutoDock VINA - Script-Based Method for Multiple Ligands

0 rewiews
Learn script-based molecular docking with AutoDock Vina for virtual screening of multiple ligands. Explore conformational space, calculate binding energies, and identify potential lead compounds efficiently.
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6 Lesons
28 minutes
On-Demand
Free-Video
Bioinformatics With BB

Molecular Docking and Virtual Screening with AutoDock VINA - Bioinformatics Tutorial

0 rewiews
Learn molecular docking with AutoDock VINA for virtual screening in drug discovery. Explore ligand-protein interactions, scoring functions, and post-processing techniques to identify potential lead compounds.
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8 Lesons
25 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Biomedical Data Sharing and Analysis at Scale

0 rewiews
Explore cutting-edge techniques for large-scale biomedical data sharing and analysis, addressing challenges and opportunities in this rapidly evolving field of computational biology and mathematics.
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1 Lesons
54 minutes
On-Demand
Free-Video
Materials Cloud

Methods for Computational Biology and Drug Discovery

0 rewiews
Explore fundamental computational methods in physics and chemistry, presented by their creators, with insights into their development and applications.
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1 Lesons
2 hours 29 minutes
On-Demand
Free-Video
Valence Labs

A Tutorial on Causal Representation Learning

0 rewiews
Explore Causal Representation Learning: combining machine learning with causal assumptions to identify causal variables from low-level data. Gain insights into core problems and future directions in scientific discovery.
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13 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Valence Labs

Causal Discovery and Representation Learning - Day 4

0 rewiews
Explore causal discovery and representation learning in machine learning for drug discovery with Jason Hartford's insightful presentation.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Valence Labs

Learning Geometry and 3D Symmetries - Day 1

0 rewiews
Explore geometry and 3D symmetries in machine learning for drug discovery, covering key concepts like tensor products and network equivalence.
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17 Lesons
45 minutes
On-Demand
Free-Video
Manolis Kellis

Introduction to Drug Development - Lecture 13

0 rewiews
Explore the fundamentals of drug development, from initial research through clinical trials and regulatory approval processes in this comprehensive pharmaceutical sciences overview.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
TED

Embracing Complexity: Integrating Data for Predictive Disease Models

0 rewiews
Explore how supercomputing and biology integration revolutionizes disease research, breaking linear thinking to uncover complex pathways and innovative treatments.
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8 Lesons
18 minutes
On-Demand
Free-Video
TED

Tapping into Out-of-the-Box Knowledge Networks for Medical Breakthroughs

0 rewiews
Exploring unconventional knowledge networks to drive medical innovation and breakthroughs in healthcare research and development.
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1 Lesons
20 minutes
On-Demand
Free-Video
Fields Institute

Cyclica Recursion - Innovations in Drug Discovery

0 rewiews
Explore cyclic recursion in machine learning for drug discovery, featuring innovative approaches and industry applications in pharmaceutical research.
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1 Lesons
21 minutes
On-Demand
Free-Video
TEDx

Gene Editing in College Classrooms - Bridging Science and Education

0 rewiews
Explore the integration of gene editing technology in education, its potential impact on future scientists, and its applications in medicine and agriculture.
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1 Lesons
18 minutes
On-Demand
Free-Video
Valence Labs

Structure-Independent Peptide Binder Design via Generative Language Models

0 rewiews
Explore innovative peptide design techniques using generative language models for targeting undruggable proteins, with applications in disease treatment and protein modulation.
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10 Lesons
1 hour 1 minute
On-Demand
Free-Video
Valence Labs

Molecular Representations for Drug Discovery

0 rewiews
Explore molecular representations for drug discovery, covering QSAR modeling, latent chemistry representations, bioactivity modeling, and de-novo design with phenotypic screens.
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10 Lesons
36 minutes
On-Demand
Free-Video
ChemicalQDevice

Drug Discovery Generative AI Using Tensor Network GPT or BERT

0 rewiews
Explore generative AI applications in drug discovery using GPT and BERT models, focusing on ProtGPT2 for protein sequence generation and ProtBert for protein structure analysis.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
ChemicalQDevice

Can LLMs Help Researchers Automate Individual Disease Drug Design?

0 rewiews
Explore how Large Language Models enhance drug discovery through molecular simulation, reaction prediction, and database interaction for individual disease treatments.
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1 Lesons
32 minutes
On-Demand
Free-Video
ChemicalQDevice

Myriad LLM Approaches to Drug Discovery Generative Artificial Intelligence

0 rewiews
Explore diverse LLM approaches in drug discovery GenAI, empowering medicinal chemists to enhance the process through informed prompts and molecule generation techniques.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
ChemicalQDevice

Apple On-Device GenAI for Lead Optimization in Drug Discovery - MacOS and iOS

0 rewiews
Explore on-device GenAI capabilities for lead optimization in drug discovery using Apple devices. Learn about performance, speed, and memory for running AI models locally.
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1 Lesons
59 minutes
On-Demand
Free-Video
MICDE University of Michigan

Chemical Foundation Models for Drug Discovery

0 rewiews
Explore chemical foundation models for drug discovery, focusing on innovative approaches and potential breakthroughs in pharmaceutical research.
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1 Lesons
30 minutes
On-Demand
Free-Video
Valence Labs

Structured State-Space Sequence Models for De Novo Drug Design

0 rewiews
Explore the potential of Structured State-Space Sequence (S4) models in advancing chemical language modeling for de novo drug design, including bioactive compound identification and natural product design.
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6 Lesons
57 minutes
On-Demand
Free-Video
Valence Labs

Conditional Graph Information Bottleneck for Molecular Relational Learning

0 rewiews
Explore a novel framework for molecular relational learning using graph neural networks to detect core subgraphs and predict interactions between molecular pairs.
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6 Lesons
44 minutes
On-Demand
Free-Video
Valence Labs

Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design

0 rewiews
Explore advanced AI techniques for protein-ligand binding structure generation and binding site design, improving drug discovery and molecular interaction modeling.
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12 Lesons
1 hour
On-Demand
Free-Video
Valence Labs

Large Language Molecular Representation and Learning

0 rewiews
Explore molecular machine learning's potential in drug discovery, focusing on representation challenges, self-supervised learning, and leveraging pre-trained language models for property prediction.
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10 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Valence Labs

PepFlow: Direct Conformational Sampling From Peptide Energy Landscapes

0 rewiews
Explore PepFlow, a deep learning approach for direct conformational sampling of peptides. Learn about its modular design, hypernetwork integration, and applications in drug discovery.
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10 Lesons
56 minutes
On-Demand
Free-Video
Valence Labs

Fostering the Development of Impactful AI Models in Drug Discovery - ICML 2023 Panel

0 rewiews
Explore challenges and solutions in bridging academic AI research with real-world drug discovery applications through expert panel insights on benchmarking, data sharing, and industry-academia collaboration.
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8 Lesons
39 minutes
On-Demand
Free-Video
Valence Labs

Binding Affinity Prediction with ML-Based Docking - Lab 2

0 rewiews
Explore ML-based docking for binding affinity prediction in drug discovery, featuring insights from experts Stephan Thaler and Cristian Gabellini.
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1 Lesons
26 minutes
On-Demand
Free-Video
Valence Labs

Protein Folding and Design - Day 5

0 rewiews
Explore protein folding and design techniques with Alex Tong, delving into advanced machine learning applications for drug discovery and structural biology.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Valence Labs

Target Deconvolution Explanation - Lab 4

0 rewiews
Explore target deconvolution techniques in drug discovery through hands-on lab exercises led by experts Ali Denton and Kristina Ulicna.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Valence Labs

Accelerate Atomistic Simulations, Sampling, and Dynamics - Day 2

0 rewiews
Explore advanced techniques for accelerating atomistic simulations, enhancing sampling methods, and optimizing dynamics in drug discovery research.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Valence Labs

Coarse Grained Biological Systems - Day 2

0 rewiews
Explore coarse-grained biological systems in drug discovery with Jacopo Venturin, delving into advanced machine learning applications for pharmaceutical research.
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1 Lesons
57 minutes
On-Demand
Free-Video
Valence Labs

Modeling Population Dynamics - Day 4

0 rewiews
Explore population dynamics modeling techniques for drug discovery, focusing on innovative approaches and their applications in pharmaceutical research.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Valence Labs

Open-Source Initiatives and Benchmarking Efforts in Machine Learning for Drug Discovery - Day 5

0 rewiews
Explore open-source initiatives and benchmarking efforts in machine learning for drug discovery with Karmen Condic-Jurkic from Valence Labs.
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1 Lesons
1 hour
On-Demand
Free-Video
Valence Labs

Virtual Screening Techniques for Drug Discovery - Lab 1

0 rewiews
Explore virtual screening techniques for drug discovery through hands-on lab exercises guided by industry experts.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Valence Labs

Virtual Screening Explanation - Lab 1

0 rewiews
Explore virtual screening techniques for drug discovery with experts Lu Zhu and Cas Wognum in this recorded session from the 2024 ML for Drug Discovery Summer School.
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1 Lesons
26 minutes
On-Demand
Free-Video
Valence Labs

Training Neural Network Potentials: Bayesian and Simulation-based Approaches

0 rewiews
Explore advanced techniques for training neural network potentials in molecular dynamics simulations, including data-efficient methods, experimental data integration, and uncertainty quantification for reliable results.
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14 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Valence Labs

Accelerating Cryptic Pocket Discovery Using AlphaFold and Markov State Modeling

0 rewiews
Explore cryptic pocket discovery using AlphaFold and Markov State Modelling. Learn about Plasmepsin II, transition states, and activation mechanisms in drug discovery.
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7 Lesons
32 minutes
On-Demand
Free-Video
Valence Labs

Cell Morphology-Guided De Novo Hit Design by Conditioning GANs on Phenotypic Image Features

0 rewiews
Explore cell morphology-guided de novo hit design using GANs conditioned on phenotypic image features for efficient bioactive molecule development in drug discovery.
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7 Lesons
49 minutes
On-Demand
Free-Video
Valence Labs

Interpretable Chirality-Aware Graph Neural Networks for QSAR Modeling in Drug Discovery

0 rewiews
Explore an innovative Graph Neural Network approach for drug discovery, incorporating molecular chirality and offering interpretable results to enhance quantitative structure-activity relationship modeling.
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13 Lesons
49 minutes
On-Demand
Free-Video
Labroots

Impact of Cell Background on Small Compound Target Deconvolution by CETSA Coupled to Mass Spectrometry

0 rewiews
Explore CETSA's role in target engagement and mode of action deconvolution, focusing on cell background impact and mass spectrometry coupling for small compound analysis.
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1 Lesons
43 minutes
On-Demand
Free-Video
Labroots

Advancing Protein Stabilization Therapeutic Development and DUBTAC Drug Discovery through Gene and Cell Engineering

0 rewiews
Explore genetically modified cell models for drug discovery, focusing on protein stabilization and DUBTAC approaches. Learn how engineered cell lines accelerate therapeutic development and enable disease modeling.
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1 Lesons
37 minutes
On-Demand
Free-Video
Labroots

Human-On-a-Chip Systems for Therapeutic Index Determination and Systemic Toxicity in Pre-Clinical Drug Discovery

0 rewiews
Explore innovative Human-on-a-Chip systems for drug discovery, focusing on their application in therapeutic index determination and systemic toxicity assessment in pre-clinical stages.
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1 Lesons
37 minutes
On-Demand
Free-Video
Valence Labs

Neural Network Potentials for Low-Energy 3D Structure Generation and Reactivity Prediction

0 rewiews
Explore neural network potentials for efficient 3D structure generation and reactivity prediction in molecular modeling, featuring Auto3D package and ANI-2xt model advancements.
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7 Lesons
50 minutes
On-Demand
Free-Video
Valence Labs

Molecule Representation Learning: A Perspective from Topology, Geometry, and Textual Description

0 rewiews
Explore molecule representation learning through topology, geometry, and textual description. Gain insights into AI-driven drug discovery and molecular modeling techniques.
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9 Lesons
55 minutes
On-Demand
Free-Video
Valence Labs

ProtMD: Incorporating Conformation Flexibility for Drug Binding via Pretraining on MD Simulations

0 rewiews
Explore ProtMD, a novel approach incorporating protein flexibility in drug binding predictions using molecular dynamics simulations and self-supervised learning techniques for improved accuracy.
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10 Lesons
44 minutes
On-Demand
Free-Video
Valence Labs

DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

0 rewiews
Explore DiffDock, a novel diffusion-based approach to molecular docking that outperforms traditional and deep learning methods in predicting ligand-protein binding structures for drug design.
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11 Lesons
57 minutes
On-Demand
Free-Video
Valence Labs

Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design

0 rewiews
Explore equivariant 3D-conditional diffusion models for molecular linker design in drug discovery. Learn about DiffLinker's innovative approach to connecting multiple fragments and its applications in real-world scenarios.
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14 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Valence Labs

Predicting Single-Cell Perturbation Responses for Unseen Drugs

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Explore single-cell perturbation response prediction for novel drugs using an encoder-decoder architecture and transfer learning, enhancing drug discovery efficiency through in-silico hypothesis generation.
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11 Lesons
58 minutes
On-Demand
Free-Video
Labroots

Practical Considerations for Fluorescent Cell Staining and Microscopy in Cancer Cell Biology

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Explore fluorescence microscopy techniques for cancer research, covering cell staining, imaging methods, and applications in drug discovery and mechanism studies for 2D and 3D models.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Labroots

Enabling High-throughput Biology with New Technologies for Synthetic Construct Sequencing

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Explore new methods and technologies accelerating sequence-based screening of plasmids for discovery, research, and biotechnology. Learn about ExpressPlex technology and its integration with rolling-circle amplification in OCTOPUS v3.0.
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1 Lesons
49 minutes
On-Demand
Free-Video
Labroots

High-throughput Desorption Electrospray Ionization Mass Spectrometry for Reaction Screening, Nano-scale Synthesis and Bioanalysis

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Explore high-throughput DESI-MS for drug discovery, including reaction screening, nano-scale synthesis, and bioanalysis. Learn innovative techniques for faster compound library synthesis and bioactivity assessment.
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16 Lesons
33 minutes
On-Demand
Free-Video
EACRvideos

Modulating Cancer Networks with Molecular Glues

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Explore molecular glues targeting 14-3-3 protein interactions to modulate MAPK pathway and C-RAF activity in cancer networks. Gain insights into innovative approaches for potential cancer therapies.
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1 Lesons
34 minutes
On-Demand
Free-Video
Valence Labs

The Future of Chemistry - Self-Driving Laboratories and AI-Driven Discovery

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Explore self-driving laboratories revolutionizing scientific discovery through AI and automation. Learn about cutting-edge applications, key elements, and opportunities in chemistry, materials science, and biotechnology.
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6 Lesons
59 minutes
On-Demand
Free-Video
Valence Labs

Stability-Aware Boltzmann Estimator Training of Neural Network Interatomic Potentials

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Explore advanced neural network interatomic potentials for molecular dynamics simulations using Stability-Aware Boltzmann Estimator Training to enhance stability and accuracy across various systems and architectures.
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6 Lesons
1 hour 22 minutes
On-Demand
Free-Video