List of works - Isaac Tamblyn

A Massive Core in Jupiter Predicted from First-Principles Simulations ⬇️

scientific article published in the Astrophysical Journal

A density functional tight binding model with an extended basis set and three-body repulsion for hydrogen under extreme thermodynamic conditions

scientific article published on 14 July 2014

A note on the metallization of compressed liquid hydrogen

scientific article published on 01 April 2010

Common Physical Framework Explains Phase Behavior and Dynamics of Atomic, Molecular, and Polymeric Network Formers

Competing thermodynamic and dynamic factors select molecular assemblies on a gold surface

scientific article published on 26 December 2013

Deep neural networks for direct, featureless learning through observation: The case of two-dimensional spin models

scientific article published on 01 March 2018

Electronic level alignment at a metal-molecule interface from a short-range hybrid functional

scientific article published on 01 October 2011

Emergent rhombus tilings from molecular interactions with M-fold rotational symmetry ⬇️

scientific article published on 20 March 2015

Evolutionary reinforcement learning of dynamical large deviations

scientific article published on 01 July 2020

Extensive deep neural networks for transferring small scale learning to large scale systems

scientific article published on 20 March 2019

Finding the ground state of spin Hamiltonians with reinforcement learning

scientific article published in 2020

News and analysis on materials solutions to energy challenges

Random and ordered phases of off-lattice rhombus tiles

scientific article published on 18 January 2012

Relating energy level alignment and amine-linked single molecule junction conductance.

scientific article

Reply to "comment on 'prebiotic chemistry within a simple impacting icy mixture'".

scientific article published on 6 December 2013

Scientific intuition inspired by machine learning generated hypotheses ⬇️

journal article from 'arXiv:2010.14236 [physics, physics:quant-ph]' published in 2020

Simultaneous Determination of Structures, Vibrations, and Frontier Orbital Energies from a Self-Consistent Range-Separated Hybrid Functional.