In-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- Ronaldo Giro
- Hsiang Han Hsu
- et al.
- 2023
- MRS Fall Meeting 2023
Publications
1505 results for Machine Learning
Autoencoder based on Graph and Recurrent Neural Networks and Application to Property Prediction
- Akihiro Kishimoto
- Hiroshi Kajino
- et al.
- 2023
- MRS Fall Meeting 2023
Enzeptional: enzyme optimization via a generative language modeling-based evolutionary algorithm
- Yves Gaetan Nana Teukam
- Federico Zipoli
- et al.
- 2023
- MRS Fall Meeting 2023
Efficient AES-GCM decryption under Homomorphic Encryption
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- CCS 2023
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2023
- CCS 2023
Tutorial-HEPack4ML '23: Advanced HE Packing Methods with Applications to ML
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- CCS 2023
Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- Jorge Guevara
- Maria Garcia
- et al.
- 2023
- J. Adv. Model. Earth Syst.
ALFA: Active Learning for Graph Neural Network-Based Semantic Schema Alignment
- Venkata Vamsikrishna Meduri
- Abdul Quamar
- et al.
- 2023
- VLDB Journal
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
- 2023
- J. Chem. Inf. Model.
Linking tabular columns to unseen ontologies
- Sarthak Dash
- Sugato Bagchi
- et al.
- 2023
- ISWC 2023