Approximating Many-Electron Wave Functions Using Neural Networks - IPAM at UCLA
Explore neural network applications in quantum mechanics, focusing on Fermionic neural networks for approximating many-electron wave functions and enhancing variational quantum Monte Carlo methods.
Non-Locality in Machine Learning Force Fields - IPAM at UCLA
Explore non-locality in machine learning force fields with Stefan Chmiela, focusing on multiscale approaches in quantum mechanics and their applications in computational chemistry.
AI Inroads in Imaging Sciences for Materials Research - IPAM at UCLA
Explore deep learning applications in materials research, focusing on convolutional neural networks for transmission electron microscopy and tomographic imaging advancements.
Stabilizer Formalism & Quantum Error Correction Through the Lens of Tensors - Part 1
Explore stabilizer formalism and quantum error correction using tensor methods. Learn about many-body systems, error correction challenges, and connections to finite symplectic geometries.
Approaches to Quantum Information Processing With Cold Atoms
Explore quantum simulation and computation approaches using cold atoms for understanding nature and advancing computational capabilities.
Black-Hole Radiation Decoding as a Cryptographic Assumption
Explore the intriguing connection between black-hole radiation decoding and quantum cryptography, revealing how high-energy physics phenomena can imply the existence of secure cryptographic primitives.
A Chain Rule for the Quantum Relative Entropy
Explores a chain rule for quantum relative entropy, its implications for quantum statistics, and the comparison of adaptive vs non-adaptive strategies in quantum channel discrimination.
Characterising Quantum Correlations of Fixed Dimension
Explores semidefinite programming for quantum correlations, improving approximation algorithms for two-player free games with quantum assistance using entropy inequalities and de Finetti theorems.
Testing Physics with Small Quantum Computers
Explore cutting-edge applications of small quantum computers in physics testing, focusing on challenges and potential breakthroughs in quantum computation.
Asymptotic and Null Controllability of an Advection-Diffusion Equation
Explore asymptotic analysis and null controllability of advection-diffusion equations, focusing on boundary and internal layer interactions as diffusion parameter approaches zero.
Regularity of Minimizers for a Model of Charged Droplets
Explore the shape and properties of charged liquid droplets through a mathematical model, examining surface tension, repulsive forces, and the development of singularities in droplet formation.
Entangled Officers of Euler: A Quantum Solution to a Classically Impossible Problem
Explore quantum solutions to Euler's 36 officers problem, a classically impossible combinatorial puzzle. Discover connections to orthogonal Latin squares, entanglement, and quantum information theory.
Deep Learning Approaches in Inverse Problems by Deep Ray
Explore deep learning techniques for solving inverse problems in various fields, focusing on applications, challenges, and recent advancements in this cutting-edge area of research.
Standard and Less Standard Asymptotic Methods - Lecture 4
Explore advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in numerical sequences, with practical examples and applications in various mathematical fields.
Machine Learning and AI for the Sciences - Towards Understanding
Explore ML and AI applications in sciences, focusing on neuroscience, medicine, and physics. Learn about extracting insights from ML models to enhance understanding in fields like quantum chemistry.
Intro to Quantum Computing - Hardware
Explore quantum computing hardware, including electron traps, superconductivity, and qubits. Learn about cooling techniques and open-source developments in this advanced technology field.
Introduction to Wireless Telecommunications
Explore wireless networks: types, integration, radio waves, multiplexing, and IEEE 802.11 standards. Learn about RF bands, spread spectrum, and Cisco Aironet 1200.
Radio Wave Fundamentals for Wireless LANs - Part 1
Explore radio wave fundamentals, electromagnetic principles, and wireless network types in this comprehensive introduction to WLAN technology and standards.
Microwave Proximity Sensor - With and Without Arduino
Explore microwave proximity sensing with RCWL-0516. Learn standalone and Arduino-integrated setups, including latching and remote sensing applications. Gain practical skills in Doppler effect-based detection.
Arduino UV Index Meter - Working With Ultraviolet Light
Learn to build an Arduino-based UV Index meter, explore UV light properties, and create two versions: a basic model and an advanced design with temperature and humidity sensors.
Understanding How Light Emitting Diodes -LEDs- Work
Explore the physics behind LEDs, from semiconductor basics to color generation. Gain insights into voltage-current relationships and diode connections for a deeper understanding of LED operation.