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CMSP Webinar (Atomistic Simulation Seminar Series): Challenges in Heterogeneous Catalyst Development
01:05:02
Unlocking Atomistic Simulation Potential: Tutorial on DeePMD-kit for Accurate Machine-Trained Models
01:21:45
Quantum gas microscopy of Hubbard systems out of equilibrium
52:26
Programmable Quantum Matter
45:41
Thermopower properties of strongly correlated systems
31:35
Empowering deep neural quantum states through efficient optimization
37:51
Ab-initio variational wave functions for the time-(in)dependent many-electron Schrödinger equation
32:56
Transformer wave functions for quantum spin models
47:29
Work statistics and Entanglement across the fermionic superfluid-insulator transition
37:49
Many-body entropies and entanglement from polynomially-many local measurements
45:22
Provable quantum earning advantages for physics data
48:28
Learning quantum systems: from physics-inspired models to Hamiltonian learning
50:01
Optimal control and implementation of quantum algorithms
49:49
Reinforcement Learning in Online Bayesian Estimation for Noise-Driven Coherent Rotation a Spin Qubit
31:27
Neural network approach to quasiparticle dispersions in doped antiferromagnets
28:27
Classical machine learning for quantum simulations: detection of phases, order parameters, and ...
49:17
Deep Learning for Quantum Physics and Astronomy
48:10
Representation learning for quantum systems
49:11
Domain wall dynamics of a two dimensional quantum Ising model using tree tensor networks
30:41
Understanding Quantum Spin Liquids on Triangular Lattice withSymmetry Breaking and Machine Learning
28:15
Reinforcement Learning to Disentangle Quantum States from Partial Observations
46:14
Amorphous quantum magnets in a two-dimensional Rydberg atom array
39:13
Frontiers of quantum simulations with optical lattices
43:01
Simplifying the simulation of local Hamiltonian dynamics
43:24
Data-driven extraction of relevant information in quantum many-body systems
41:46
Reconstructing complexity and effective Hamiltonians
48:52
Is the ground state of Anderson's impurity model a recurrent neural network?
19:58
Fine Tuning Neural Network Quantum States
25:18
Investigating the optimization landscape of neural-network quantum states
49:23
Quantum many-body simulations using artificial neural networks
47:02