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Elton Pan

9 papers hereh-index 6204 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci3
  • physics.chem-ph2
  • cond-mat.stat-mech1
  • cond-mat.str-el1
  • cs.DL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDeep Reinforcement Learning for Inverse Inorganic Materials Design

5 citations · 15 across the 9 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cond-mat.str-el2026★ 1 cited

Realistic Simulation of Valence-band Photoemission Spectra by using First-principles Calculations on the Basis of FLAPW Method

Noriaki Hamada, Satoshi Nakamura, Kenta Takahashi +2

In order to reproduce experimental photoemission spectroscopy (PES) data by using band structure calculations with linearized augmented-plane-wave method, we developed a new method…

cond-mat.stat-mech2026

MetaDNS: Enhancing Exploration in Discrete Neural Samplers via Well-Tempered Metadynamics

Xiaochen Du, Juno Nam, Jaemoo Choi +7

Sampling from discrete distributions with multiple modes and energy barriers is fundamental to machine learning and computational physics. Recent discrete neural samplers like MDNS…

physics.chem-ph2026

PackFlow: Generative Molecular Crystal Structure Prediction via Reinforcement Learning Alignment

Akshay Subramanian, Elton Pan, Juno Nam +6

Organic molecular crystals underpin technologies ranging from pharmaceuticals to organic electronics, yet predicting solid-state packing of molecules remains challenging because ca…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.