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Displaying 29 authors out of 29
*STEFANO BARONI (*TO BE CONFIRMED) (SISSA and Quantum ESPRESSO Foundation)
*Introduction from Quantum ESPRESSO Foundation (to be confirmed)
ALINA KONONOV (Sandia National Lab)
Prospects for quantum simulation of dynamic response in warm dense matter
Interfacial and superionic water
ATISH DABHOLKAR (Director of ICTP)
Introduction from the Abdus Salam ICTP
Unconstrained machine learning models for the electrons
CLAUDIA DRAXL (Humboldt)
Machine-learning assisted multiscale approach for predicting structure and properties of disordered systems
DAVID VANDERBILT (Rutgers University)
Sailing the seas of elegance in physics (to be confirmed)
FABIEN BRUNEVAL (CEA Saclay)
Reduced density matrices from many-body perturbation theory: From one self-energy to four density matrices
FABIO CARUSO (Universität Rostock)
Electron-phonon interactions in the time domain
GUANHUA CHEN (Univ of Hong Kong)
Toward the exact exchange-correlation functional: A neural network construct
Quantum Computing for the Simulation of Quantum Many-Body Systems and Quantum Field Theories
JULIA WIKTOR (Chalmers)
Charge Localization and Collective Dynamics in Complex Semiconductors
KARSTEN REUTER (Fritz Haber Institute)
Electrified interfaces under the ML magnifier
KEIRON BURKE (UC Irvine)
Extending applicability of density-corrected and conditional probability DFT
LILIA BOERI (La Sapienza)
First-principles modelling of real-world superconductors
Achieving Breakthrough Performance and Elucidating Quantum Effects in Non-Aqueous Electrolyte Solutions Using Equivariant Transformer Network Potentials
MATTEO CALANDRA (Uni Trento)
Theoretical modeling of ultrafast phase transitions
Relativistic Dynamics and Electron Transport in Isolated Chiral Molecules
From pseudogaps to pseudopotentials: when static theories turn dynamical
Electrified solid-electrolyte interfaces - new methods and some applications
Accurate and scalable exchange-correlation with deep learning
RAFFAELE RESTA (Uni Trieste)
The elegance of quantum geometry
RALF DRAUTZ (Ruhr-Universität Bochum)
Foundational, fine-tuned, fast: machine-learned potentials with GRACE
Closing remarks
SANDRA LUBER (University of Zurich)
Excited States at Scale: Spectroscopy and Nonadiabatic Dynamics of Condensed-Phase Systems
SILVIA PICOZZI (Milano Bicocca)
Non-reciprocity in multiferroics
WAN-JIAN YIN (Soochow University, China)
Walter Kohn Prize Lecture "Materials Design: From First-Principles Calculations to Machine Learning"
YOSUKE KANAI (UNC Chapel Hill)
Coupled Quantum Dynamics of Electrons and Protons: Multicomponent DFT extension of RT-TDDFT via nuclear-electronic orbital method
ZEILA ZANOLLI (Utrecht University)
Designing superconducting interfaces: proximity interaction and quantum transport

Organizers

Damian Ariel Scherlis Perel (University of Buenos Aires, Argentina), Silvana Botti (Ruhr Universitat Bochum, Germany), Simone Piccinin (CNR - Istituto Officina dei Materiali, Italy), Local Organiser: Ralph Gebauer (ICTP)

Co-sponsors