Fine-Tuned Language Models Generate Stable Inorganic Materials as Text

Fine-Tuned Language Models Generate Stable Inorganic Materials as Text

6 February 2024

Andrea Madotto

Zachary W. Ulissi

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Papers citing "Fine-Tuned Language Models Generate Stable Inorganic Materials as Text"

13 / 13 papers shown

Title
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials Chaitanya K. Joshi Xiang Fu Yi-Lun Liao Vahe Gharakhanyan Benjamin Kurt Miller Anuroop Sriram Zachary W. Ulissi DiffM 199 10 0 05 Mar 2025
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models Daniel Levy Siba Smarak Panigrahi Sékou-Oumar Kaba Qiang Zhu Kin Long Kelvin Lee Mikhail Galkin Santiago Miret Siamak Ravanbakhsh 530 15 0 05 Feb 2025
$deCIFer: Crystal Structure Prediction from Powder Diffraction Data using Autoregressive Language Models$ deCIFer: Crystal Structure Prediction from Powder Diffraction Data using Autoregressive Language Models Frederik L. Johansen Ulrik Friis-Jensen Erik B. Dam Kirsten M. Ø. Jensen Rocío Mercado Raghavendra Selvan 174 0 0 04 Feb 2025
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models Zhanwei Zhang Shizhao Sun Wenxiao Wang D. Cai Jiang Bian AI4CE 92 4 0 05 Nov 2024
MatterGen: a generative model for inorganic materials design Claudio Zeni Robert Pinsler Daniel Zügner Andrew Fowler Matthew Horton ... Han Yang Hongxia Hao Jielan Li Ryota Tomioka Tian Xie 76 105 0 06 Dec 2023
Scalable Diffusion for Materials Generation Mengjiao Yang KwangHwan Cho Amil Merchant Pieter Abbeel Dale Schuurmans Igor Mordatch E. D. Cubuk 80 43 0 18 Oct 2023
Large Language Models Are Zero-Shot Time Series Forecasters Nate Gruver Marc Finzi Shikai Qiu Andrew Gordon Wilson AI4TS 95 370 0 11 Oct 2023
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model Avamarie Brueggeman Andrea Madotto Zhaojiang Lin Tushar Nagarajan Matt Smith ... Peyman Heidari Yue Liu Kavya Srinet Babak Damavandi Anuj Kumar MLLM 80 94 0 27 Sep 2023
Crystal Diffusion Variational Autoencoder for Periodic Material Generation Tian Xie Xiang Fu O. Ganea Regina Barzilay Tommi Jaakkola DiffM BDL 264 249 0 12 Oct 2021
8-bit Optimizers via Block-wise Quantization Tim Dettmers M. Lewis Sam Shleifer Luke Zettlemoyer MQ 125 302 0 06 Oct 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 502 10,526 0 17 Jun 2021
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 151 979 0 04 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 556 42,639 0 03 Dec 2019