Electronic-Structure Informatics: Concept, Method, Applications, and Plausible Extension
Explore electronic-structure informatics, covering concepts, methods, applications, and potential extensions in computational chemistry and materials science.
Incommensurate Charge Density Wave on Multiband Intermetallic Systems
Explore incommensurate charge density waves in multiband intermetallic systems, focusing on experimental findings, theoretical models, and numerical results.
LLMs in Biomaterials Production - MLOps Podcast #193
Explore AI-driven protein design for sustainable biomaterials. Discover how LLMs revolutionize biotech, from vegan collagen to eco-friendly plastics, and the challenges of decoding protein "grammar" for future innovations.
Experimental Approaches to the Non-Equilibrium Physics of Complex Quantum Materials
Explore experimental methods for studying non-equilibrium physics in complex quantum materials, focusing on cutting-edge techniques and their applications.
Experimental Approaches to the Non-Equilibrium Physics of Complex Quantum Materials
Explore experimental methods for studying non-equilibrium physics in complex quantum materials, focusing on cutting-edge techniques and their applications.
From Active Nematics to Mechanobiology - Class 4
Explore active nematics and mechanobiology with Julia M Yeomans, delving into cutting-edge research on active matter and its applications in biological systems.
Gap Labelling II
Explore advanced concepts in gap labelling theory, focusing on periodic and ergodic spectral problems in mathematical physics.
Dynamical Disorder and Carrier Localization in Halide Perovskites
Explore dynamical disorder and carrier localization in halide perovskites, focusing on their soft structure, polaronic states, and computational modeling challenges.
Modelling Physical Phenomena in Alloys and Polymers with Quantum Mechanical Accuracy
Explore data-driven interatomic potentials and Hyperactive Learning for modeling alloys and polymers with quantum accuracy. Gain insights into precipitate formation and chemical ordering.
Plastic as Packaging Material - Part 2
Explore polymer types for packaging, bottle production from plastic pellets, and pros/cons of plastics in packaging applications.
Elastic Stress-Strain Relations: Introduction to Stress and Strain Concepts - Part 1
Explore bonding character variations and fundamental concepts of stress and strain in materials engineering.
Vibration of Crystals with Monatomic Basis - Lecture 49
Explore lattice vibrations in crystals with monatomic basis, deriving equations of motion and solving for dispersion relations.
Scaling up Materials Foundation Models - Lecture 4
Explore scaling materials foundation models for molecules and crystals, neural scaling laws, and generative materials modeling advancements.
AI Foundation Models for Materials Science
Explore AI foundation models' applications in materials science, focusing on advancements and potential breakthroughs in the field.
Emergent Properties in Flatland - Lecture 33
Explore emergent properties in two-dimensional materials, focusing on novel phenomena and applications in flatland structures.
Fascination and Industrial Value of Materials Modeling
Explore materials modeling's role in sustainable energy solutions. Discover how simulations across scales support technological advancements in alloys, batteries, and CO2 capture.
CECAM-MARVEL Classics: Molecular and Materials Modelling with Antoine Georges and Gabriel Kotliar
Explore pioneering methods in computational physics and chemistry with Antoine Georges and Gabriel Kotliar. Learn about quantum excitations, locality, and efficient impurity solvers in this in-depth presentation.
Spectral Properties of Finite and Extended Systems Using the KCW Code - QE Tutorial 2022
Explore spectral properties of finite and extended systems using KCW code in Quantum ESPRESSO, focusing on Hubbard and Koopmans functionals.
KCW: Implementation of Koopmans Functionals Based on DFPT - Advanced Quantum ESPRESSO Tutorial 2022
Explore Koopmans functionals implementation in Quantum ESPRESSO using density functional perturbation theory, enhancing electronic structure calculations.
QE Tutorial 2022 - Spectral Properties of Finite and Extended Systems
Explore spectral properties of finite and extended systems through hands-on exercises using Quantum ESPRESSO, focusing on Hubbard and Koopmans functionals.
Accelerating the Calculation of Koopmans Screening Parameters Using Machine Learning
Accelerate Koopmans screening parameter calculations with machine learning techniques in Quantum ESPRESSO, enhancing efficiency in computational materials science.