Phases, Order Parameters, and Phase Transitions - Lecture 1
Explore fundamental concepts of phase transitions, order parameters, and their relationships in condensed matter physics through expert insights and theoretical frameworks.
Exploring the Most Extreme Conditions of Matter with Ultra-Bright X-rays
Explore extreme matter conditions using ultra-bright X-rays. Discover cutting-edge research in high energy density science and its applications in astrophysics and fusion energy.
Overview and Progress of Materials Experiments Using the NIF Ramp Compression Platform
Explore advancements in materials experiments using NIF ramp compression, gaining insights into cutting-edge HEDS research and its implications for scientific progress.
Quantitative Studies of Supersonic Microparticle Impacts on Metals
Explore quantitative analyses of supersonic microparticle impacts on metals, uncovering insights into high-energy density science and material behavior under extreme conditions.
ML-driven Models for Material Microstructure and Mechanical Behavior - DDPS
Explore ML-driven approaches for generating microstructures and accelerating material behavior analysis. Learn transfer learning techniques and rapid assessment methods for materials design optimization.
Scaling Up AI: Embedding Physics Modeling into End-to-end Learning and Harnessing Random Projection
Explore AI-driven scientific discovery through embedding physics models in end-to-end learning and utilizing random projection for efficient simulation and gradient propagation in PDE-based systems.
Vertical Reasoning Enhanced Learning, Generation and Scientific Discovery
Explore vertical reasoning's impact on AI, enhancing image generation, symbolic regression, and PDE learning. Discover innovative approaches to integrating reasoning and learning for advanced AI applications.
Mathematical Theories for Metamaterials: From Condensed Matter Theory to Subwavelength Physics
Explore mathematical theories for metamaterials, bridging condensed matter theory and subwavelength physics. Gain insights into wave manipulation and nanotechnology advancements.
Data-Driven Scalable Composites Manufacturing Processes
Explore data-driven approaches revolutionizing composite manufacturing, transforming traditional methods into adaptable, efficient, and scalable systems.
Electronic and Optical Spectra from Optimally-Tuned Functionals - QE Tutorial 2022
Explore optimally-tuned functionals for accurate electronic and optical spectra calculations in advanced quantum systems.
Materials Discovery in Challenging Spaces with Machine Learning - Lecture 32
Explore materials discovery using machine learning, focusing on transition metal complexes and metal-organic frameworks with Prof. Heather Kulik from MIT.
Exchange-Correlation Functionals of Density Functional Theory - QE School 2023 Lecture 1.3
Explore advanced exchange-correlation functionals in DFT, focusing on Hubbard and Koopmans functionals from linear response for enhanced quantum calculations.
Beyond Harmonic Phonons: Phase Diagrams and Phase Transitions - QE School 2023 Lecture 2.3
Explore advanced quantum mechanics concepts, focusing on phase diagrams and transitions beyond harmonic phonons in materials science.
Density-Functional Perturbation Theory: Phonons - Lecture 2.1
Explore density-functional perturbation theory and its application to phonon calculations in advanced quantum systems.
Successes and Failures of DFT+U in Ferroic Materials - Lecture 3.4
Explore successes and failures of DFT+U in ferroic materials, focusing on Hubbard and Koopmans functionals from linear response in advanced quantum calculations.
Ab Initio Many-Body Perturbation Theory - QE School 2023 Lecture 4.5
Explore advanced quantum mechanics with a focus on Hubbard and Koopmans functionals, delving into linear response theory and many-body perturbation techniques.
AiiDA-Vibroscopy: All-Functional Infrared and Raman Spectra - Lecture 5.2
Explore AiiDA-Vibroscopy for calculating infrared and Raman spectra using various functionals in Quantum ESPRESSO, enhancing materials research capabilities.
Computational Workflows for an Accelerated Design of Novel Materials - QE School 2023 Lecture 5.3
Explore computational workflows for accelerated design of novel materials, focusing on Hubbard and Koopmans functionals from linear response in advanced quantum calculations.
Grain Boundaries as Natural Brownian Ratchets: Directional GB Anisotropy - Lecture 38
Explore grain boundaries as natural Brownian ratchets and their directional anisotropy in this insightful lecture by Prof. David Srolovitz from The University of Hong Kong.
Molecular Engineering of Salt-Containing Polymer Photoresists and Electroactive Membranes
Explore molecular engineering of salt-containing polymers for photoresists and electroactive membranes with Prof. Fernando Escobedo from Cornell University.
Microstructure-Dependent Predictions of Transport Properties in Porous Media
Explore theoretical estimates of transport properties in porous media, focusing on hyperuniform materials and their fluid dynamics. Gain insights into microstructural characteristics affecting transport in various media.