AlphaFold and Beyond - How AI and Data Science are Revolutionizing Biology
Explore AI's impact on biology, focusing on AlphaFold's protein structure prediction and advancements in health data science and genomics with Professor Tim Hubbard.
Pathogen Discovery - Bioinformatics Tools
Explore bioinformatics tools for pathogen discovery in this talk on emerging infectious diseases, focusing on ecological and evolutionary aspects of disease dynamics.
Computational Modeling of Tumor Microenvironment: A Cancer Hallmarks Perspective
Explore computational modeling of tumor microenvironments through cancer hallmarks, gaining insights into advanced oncology research techniques and their applications.
Tools of High Dimensional Data - Lecture 3
Explore tools for analyzing high-dimensional data in genetics and evolution. Learn techniques to understand complex genetic architectures and their role in adaptive processes.
Metabolism Meets Machine Learning: Computational Metabolomics
Explore computational metabolomics, combining metabolism and machine learning. Discover metabolite measurement, data analysis, and future directions in biomedical science.
From Trajectories to Models: Data-Driven Approaches to Decipher the Dynamics of Living Systems
Explore data-driven methods for deciphering living systems' dynamics, focusing on transforming trajectories into models for deeper biological insights.
Quantitative Foundations of Ecological and Evolutionary Dynamics - Class 02
Explore quantitative foundations of ecology and evolution through advanced mathematical concepts and modeling techniques in this comprehensive lecture.
Quantitative Foundations of Ecological and Evolutionary Dynamics - Class 01
Explore quantitative foundations of ecology and evolution with Joshua Weitz, covering key concepts and mathematical approaches for understanding complex biological systems.
Flash Talks - São Paulo Meeting on Soft and Biological Matter
Explore cutting-edge research in soft and biological matter through flash talks by international experts. Gain insights into diverse topics and latest advancements in the field.
Active Matter Models of Mechanobiology - Lecture 3
Explore advanced active matter models in mechanobiology, focusing on cutting-edge research and applications in biological systems.
Creating the Fourth Chapter of Human Genomics
Explore the future of human genomics with Dr. Eric Green as he discusses the fourth chapter of this revolutionary field and its potential impact on medicine and society.
Biosystems and Human Performance Computing in the AI Revolution
Explore AI's impact on workforce and warfare, focusing on biosystems for optimizing human performance in complex environments through computational biology and XR technologies.
The Geometry of Decision-Making
Explore the fascinating geometry of decision-making in animal behavior with Prof. Iain Couzin's insightful lecture on collective intelligence and movement.
Genome Sequence Annotation
Discover genome sequence annotation techniques and principles through an expert-led exploration of bioinformatics, featuring insights from EMBL-EBI's annotation project leadership.
The Human Pangenome - Advances in Genomic Research
Discover groundbreaking insights into the Human Pangenome project with UC Santa Cruz's Dr. Karen Miga, exploring advances in genetics and genomics research for scientific and clinical applications.
Exon - A Built for Purpose Bioinformatics Database
Discover how purpose-built bioinformatics databases work through Exon's architecture, design principles, and practical applications in genomic data management and analysis.
Identifying Subgroups in Biomedical Datasets Using Data Attribution
Explore data attribution methods for machine learning models, focusing on identifying disease subtypes and meaningful patterns in biomedical datasets through hands-on practice with datamodels.
Computational Methods of Structural Bioinformatics in Studies of Protein-Nucleic Recognition
Explore computational methods in structural bioinformatics, focusing on protein-nucleic recognition mechanisms and their applications in DNA physics through advanced analytical approaches.
Diffusion Probabilistic Modeling of Protein Backbones in 3D for Motif-Scaffolding
Explore diffusion probabilistic modeling for protein backbone design, focusing on motif-scaffolding applications. Learn about SMCDiff algorithm, E(3)-equivariant graph neural networks, and diverse scaffold generation.
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
Explore HyenaDNA: a genomic foundation model using long-range context and single nucleotide resolution. Learn about its design, experiments, and state-of-the-art performance in genomic sequence modeling.
An Open MetaGenomic Corpus for Mixed-Modality Genomic Language Modeling
Explore the Open MetaGenomic corpus for genomic language modeling, featuring 3.1T base pairs and 3.3B protein coding sequences. Learn about mixed-modality approaches and their impact on AI for drug discovery.