Institute for Pure & Applied Mathematics (IPAM)

@ipamucla

90 tuit · page 2/3

Formal & Physical Sciences Physics

Nathaniel Craig - Reasoning AIccelerators for High Energy Physics - IPAM at UCLA

Nathaniel Craig

March 9, 2026 43 min

★ ★ ★ ★ ☆ 4/5

Reasoning ModelsHigh-Energy PhysicsAI Accelerators

Formal & Physical Sciences AI — News & Applications

AI for Theory Data

Lance Dixon

March 9, 2026 47 min

★ ★ ★ ★ ☆ 4/5

AIParticle PhysicsScattering Amplitudes

Formal & Physical Sciences AI — News & Applications

AI for Mathematical and Scientific Discovery - Bhaumik Public Lecture at CNSI

Kevin Weil

March 9, 2026 62 min

★ ★ ★ ★ ☆ 4/5

AIMathematicsScientific Discovery

Formal & Physical Sciences AI — Models & Research

Lorin Crawford - When more isn't better: Rethinking Scale in Single-cell Foundation Models

Lorin Crawford

February 28, 2026 44 min

★ ★ ★ ★ ☆ 4/5

Single-CellFoundation ModelsTranscriptomics

Formal & Physical Sciences Biology

Manifold Learning and Optimal Transport in Genomics, Pt. 1/2 - IPAM at UCLA

Andrew Blumberg

February 26, 2026 30 min

★ ★ ★ ★ ☆ 4/5

Optimal TransportManifold LearningGenomics

Formal & Physical Sciences AI — Models & Research

Open Mathematical Problems in Manifold Learning for Single-Cell Data

Tuca Auffinger

February 25, 2026 51 min

★ ★ ★ ★ ☆ 4/5

Manifold LearningT-SNEUMAP

Formal & Physical Sciences Mathematics

Mathematical Technology for Agent-Based Digital Twins

Reinhard Laubenbacher

February 24, 2026 39 min

★ ★ ★ ★ ☆ 4/5

Digital TwinAgent-Based ModelMathematical Modeling

Formal & Physical Sciences Computing & Cybersecurity

Ophelia Crawford - Some aspects of hardware-aware quantum error correction - IPAM at UCLA

Ophelia Crawford

February 21, 2026 50 min

★ ★ ★ ★ ☆ 4/5

Quantum Error CorrectionSurface CodeHardware-Aware

Formal & Physical Sciences Computing & Cybersecurity

Madelyn Cain - Fault-tolerant, universal quantum processing with neutral atoms - IPAM at UCLA

Madelyn Cain

February 21, 2026 51 min

★ ★ ★ ★ ☆ 4/5

Quantum Error CorrectionNeutral AtomsFault Tolerance

Formal & Physical Sciences Computing & Cybersecurity

Michael Beverland - Real-time decoding for fault-tolerant quantum computers - IPAM at UCLA

Michael Beverland

February 20, 2026 44 min

★ ★ ★ ★ ☆ 4/5

Quantum Error CorrectionDecodingFault Tolerance

Formal & Physical Sciences Computing & Cybersecurity

Quantum phase estimation in the language of digital signal processing

Sukin Sim (Dylan)

February 19, 2026 47 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingPhase EstimationSignal Processing

Formal & Physical Sciences Computing & Cybersecurity

Utility-Scale Apps w/ Full Stack Design of Fault Tolerant Quantum Computers

Katerina Gratsea

February 17, 2026 40 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingFault ToleranceQuantum Algorithms

Formal & Physical Sciences Computing & Cybersecurity

Evaluating Progress Toward Quantum Utility

Peter Johnson

February 17, 2026 50 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingQuantum Error CorrectionScalability

Humanities, Social Sciences & Thought AI — News & Applications

AI & Science -- Industry Leadership Panel Discussion at IPAM at UCLA

Institute for Pure & Applied Mathematics (IPAM)

February 13, 2026 38 min

★ ★ ★ ★ ☆ 4/5

AI for ScienceIndustry LeadershipPanel Discussion

Formal & Physical Sciences AI — News & Applications

Richard Sutton - The future of AI - IPAM at UCLA

Richard Sutton

February 12, 2026 41 min

★ ★ ★ ★ ☆ 4/5

Reinforcement LearningAI TrendsExperience-Based Learning

Formal & Physical Sciences Mathematics

Machine assistance and the future of research mathematics

Terence Tao

February 12, 2026 28 min

★ ★ ★ ★ ★ 5/5

AI in MathematicsFormal Proof AssistantsErdos Problems

Formal & Physical Sciences Mathematics

Efficient calibration for black-box physics-based models

Franca Hoffmann

February 6, 2026 55 min

★ ★ ★ ★ ☆ 4/5

Ensemble Kalman FilterBayesian Inverse ProblemsBlack-Box Optimization

Applied Sciences & Engineering Climate & Ecology

Tapio Schneider - Hybrid Physics/AI Model of Turbulence, Convection, & Cloud Feedback in CliMA Model

Tapio Schneider

February 3, 2026 47 min

★ ★ ★ ★ ☆ 4/5

Climate ModelingMachine LearningCloud Feedback

Formal & Physical Sciences Mathematics

Polymer models in critical environments - IPAM at UCLA

Shirshendu Ganguly

January 28, 2026 49 min

★ ★ ★ ★ ☆ 4/5

Directed PolymersLast Passage PercolationKPZ Universality

Formal & Physical Sciences Mathematics

Catherine Wolfram - Brownian bubble tea - IPAM at UCLA

Catherine Wolfram

January 28, 2026 46 min

★ ★ ★ ★ ☆ 4/5

Brownian MotionConformal InvarianceLoewner Energy

Formal & Physical Sciences Mathematics

Scott Sheffield - 1 + 1 = 2 and (time permitting) 2 + 2 = 4 - IPAM at UCLA

Scott Sheffield

January 26, 2026 52 min

★ ★ ★ ★ ☆ 4/5

Conformal Field TheoryYang-MillsGaussian Free Field

Formal & Physical Sciences Physics

Zohreh Davoudi - Quantum Simulation for Quantum Field Theories, Part 1 of 2

Zohreh Davoudi

January 23, 2026 96 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationQuantum Field TheoryLattice Gauge Theory

Formal & Physical Sciences Chemistry

Victor Batista - Quantum Simulation for Chemistry and Materials Science, Part 1 of 2

Victor Batista

January 23, 2026 69 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationQuantum ChemistryQuantum Dynamics

Formal & Physical Sciences Chemistry

Quantum Simulation for Chemistry and Materials Science, Part 2 of 2

Victor Batista

January 23, 2026 131 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationOpen Quantum SystemsLindblad Equation

Formal & Physical Sciences Computing & Cybersecurity

Hamiltonian-oriented Quantum Algorithm Design and Implementation, Part 1 of 2

Xiaodi Wu

January 22, 2026 94 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingHamiltonian SimulationAlgorithm Design

Formal & Physical Sciences Computing & Cybersecurity

Ken Brown - Tutorial Introduction to Quantum Simulation, Part 1 of 2 - IPAM at UCLA

Ken Brown

January 21, 2026 84 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationHamiltonianQuantum Computing

Formal & Physical Sciences Computing & Cybersecurity

M. Isabel Franco Garrido - Optimization algorithms using Gibbs state preparation and beyond

M. Isabel Franco Garrido

January 15, 2026 49 min

★ ★ ★ ★ ☆ 4/5

Quantum AlgorithmsOptimizationGibbs State

Formal & Physical Sciences Computing & Cybersecurity

Hamiltonian Decoded Quantum Interferometry

Yihui Quek

January 15, 2026 39 min

★ ★ ★ ★ ☆ 4/5

Quantum AlgorithmsHamiltonian SimulationGibbs States

Formal & Physical Sciences Physics

Di Fang - Mathematical Analysis of Many-Body Quantum Simulation with Coulomb Potentials

Di Fang

January 15, 2026 50 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationTrotterizationCoulomb Potential

Formal & Physical Sciences Physics

A Structural Theory of Quantum Metastability: Markov Properties and Area Laws

Thiago Bergamaschi

January 15, 2026 44 min

★ ★ ★ ★ ☆ 4/5

Quantum MetastabilityArea LawsMarkov Properties

Formal & Physical Sciences Physics

Jianfeng Lu - Lifting of Quantum Markov Processes - IPAM at UCLA

Jianfeng Lu

January 14, 2026 51 min

★ ★ ★ ★ ☆ 4/5

Quantum Markov ProcessesLiftingOverdamped Limit

Formal & Physical Sciences Physics

Average-case quantum complexity from glassiness

Alexander Zlokapa

January 14, 2026 49 min

★ ★ ★ ★ ☆ 4/5

Quantum ComplexitySpin GlassQuantum Algorithms

Formal & Physical Sciences Physics

Ankur Moitra - Transitions in Quantum Spin Systems - IPAM at UCLA

Ankur Moitra

January 14, 2026 50 min

★ ★ ★ ★ ☆ 4/5

Quantum Spin SystemsEntanglementPhase Transitions

Formal & Physical Sciences Physics

Quantum and classical algorithms for weakly interaction fermions at finite temperature

Yu Tong

January 13, 2026 46 min

★ ★ ★ ★ ☆ 4/5

Quantum AlgorithmsFermionsFinite Temperature

Formal & Physical Sciences Physics

Predicting properties of quantum thermal states from a single trajectory

Jiaqing Jiang

January 13, 2026 53 min

★ ★ ★ ★ ☆ 4/5

Quantum Thermal StatesQuantum AlgorithmsMixing Time

Formal & Physical Sciences Computing & Cybersecurity

Ewin Tang - A Dobrushin condition for quantum Markov chains - IPAM at UCLA

Ewin Tang

January 13, 2026 52 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingMarkov ChainsMixing Time

Formal & Physical Sciences Physics

Lin Lin - Dissipative Preparation of Thermal and Ground States - IPAM at UCLA

Lin Lin

January 12, 2026 42 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingDissipative State PreparationLindbladians

Formal & Physical Sciences Physics

Fast Mixing of 1D Quantum Systems at All Temperatures

Anthony (Chi-Fang) Chen

January 12, 2026 47 min

★ ★ ★ ★ ☆ 4/5

Quantum MixingSpectral GapGibbs State

Formal & Physical Sciences Chemistry

Stefan Ringe - Continuum modeling & quantum chem: Multi-scale modeling of electrochemical processes

Stefan Ringe

October 30, 2025 50 min

★ ★ ★ ★ ☆ 4/5

ElectrochemistryContinuum ModelingDFT

Formal & Physical Sciences Chemistry

Chong Liu - An experimentalist's (primitive) view of stochasticity in electrochemistry

Chong Liu

October 10, 2025 44 min

★ ★ ★ ★ ☆ 4/5

ElectrochemistryStochasticityNanoelectrochemistry