Elsa A. Olivetti

14 papers Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning.
CoRR
Elton Pan, Soonhyoung Kwon, Sulin Liu, Mingrou Xie, Alexander J. Hoffman, Yifei Duan, Thorben Prein, Killian Sheriff, Yuriy Roman-Leshkov, Manuel Moliner, Rafael Gómez-Bombarelli, Elsa A. Olivetti
2025 J jnl
Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials.
CoRR
Thorben Prein, Elton Pan, Janik Jehkul, Steffen Weinmann, Elsa A. Olivetti, Jennifer L. M. Rupp
2025 J jnl
Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning.
CoRR
Thorben Prein, Elton Pan, Sami Haddouti, Marco Lorenz, Janik Jehkul, Tymoteusz Wilk, Cansu Moran, Menelaos Panagiotis Fotiadis, Artur P. Toshev, Elsa A. Olivetti, Jennifer L. M. Rupp
2024 J jnl
Emerging Microelectronic Materials by Design: Navigating Combinatorial Design Space with Scarce and Dispersed Data.
CoRR
Hengrui Zhang, Alexandru B. Georgescu, Suraj Yerramilli, Christopher Karpovich, Daniel W. Apley, Elsa A. Olivetti, James M. Rondinelli, Wei Chen
2022 J jnl
Augmenting Scientific Creativity with Retrieval across Knowledge Domains.
CoRR
Hyeonsu B. Kang, Sheshera Mysore, Kevin Huang, Haw-Shiuan Chang, Thorben Prein, Andrew McCallum, Aniket Kittur, Elsa A. Olivetti
2022 J jnl
Deep Reinforcement Learning for Inverse Inorganic Materials Design.
CoRR
Elton Pan, Christopher Karpovich, Elsa A. Olivetti
2021 — conf
MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text.
EMNLP (1)
Tim O'Gorman, Zach Jensen, Sheshera Mysore, Kevin Huang, Rubayyat Mahbub, Elsa A. Olivetti, Andrew McCallum
2020 J jnl
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks.
J. Chem. Inf. Model.
Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa A. Olivetti
2019 J jnl
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks.
CoRR
Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa A. Olivetti
2019 J jnl
Integrated planning for design and production in two-stage recycling operations.
Eur. J. Oper. Res.
Jiyoun C. Chang, Stephen C. Graves, Randolph Kirchain, Elsa A. Olivetti
2019 — conf
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures.
LAW@ACL
Sheshera Mysore, Zach Jensen, Edward Kim, Kevin Huang, Haw-Shiuan Chang, Emma Strubell, Jeffrey Flanigan, Andrew McCallum, Elsa A. Olivetti
2019 J jnl
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures.
CoRR
Sheshera Mysore, Zach Jensen, Edward Kim, Kevin Huang, Haw-Shiuan Chang, Emma Strubell, Jeffrey Flanigan, Andrew McCallum, Elsa A. Olivetti
2017 J jnl
Automatically Extracting Action Graphs from Materials Science Synthesis Procedures.
CoRR
Sheshera Mysore, Edward Kim, Emma Strubell, Ao Liu, Haw-Shiuan Chang, Srikrishna Kompella, Kevin Huang, Andrew McCallum, Elsa A. Olivetti
2014 — conf
A Multiobjective Model for Biodiesel Blends Minimizing Cost and Greenhouse Gas Emissions.
ICCSA (3)
Carla Caldeira, Ece Gülsen, Elsa A. Olivetti, Randolph Kirchain, Luís Dias, Fausto Freire