Data-Efficient Graph Grammar Learning for Molecular Generation
Explore data-efficient neurosymbolic generative models for molecular generation using learnable graph grammars, optimized for small datasets and physically synthesizable molecules.
Wavelet-inspired Nash's Iteration - Lecture 4
Explore wavelet-inspired Nash's iteration in fluid dynamics, focusing on advanced mathematical techniques for analyzing Euler and Navier-Stokes equations.
Twistor Theory and Vertex Algebras
Explore the intersection of twistor theory and vertex algebras, delving into advanced mathematical concepts and their applications in geometry and physics.
Newgrange and JWST: Humanity's Enduring Quest to Understand the Universe
Explore humanity's cosmic quest through Newgrange and JWST, bridging ancient and modern astronomy to unravel our place in the universe.
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.
Maximally Localized Wannier Functions: Theory and Recent Developments - Lecture 1.4
Explore maximally localized Wannier functions, their theoretical foundations, and latest advancements in quantum materials research.
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.
Ab-initio Green's Functions Methods for Molecules and Solids - Lecture 36
Explore ab-initio Green's functions methods for molecules and solids, examining their accuracy and applications in computational materials science.
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.
Java Optimization: Trade-offs, Bad Science, and Polar Bears - DevNation Tech Talk
Explore Java optimization principles, pitfalls, and real-world applications. Learn about performance measurement, garbage collection, and the impact of optimization on sustainability and climate change.
CFD Automation - AirShaper Course
Automate Computational Fluid Dynamics processes using AirShaper's innovative techniques. Enhance efficiency and accuracy in fluid flow simulations.
Rethinking Astrobiology's Biggest Questions About Life Through New Physics
Explore new physics perspectives on astrobiology's fundamental questions about life with Dr. Sara Walker, a leading expert in origin of life and alien life detection research.
Exactly Solvable 2D Conformal Field Theory - Correlation Functions in Loop Models - Lecture 6
Explore correlation functions in loop models, including O(n), Potts, and U(n) models. Learn about combinatorial descriptions and lattice constructions in statistical models.
Exactly Solvable 2D Conformal Field Theory - Lecture 4: Degenerate 4-Point Functions
Explore degenerate 4-point functions and analytic formulas for 2-point and 3-point structure constants in exactly solvable 2D conformal field theories. Gain insights into bootstrap approach and local conformal symmetry.