Automating and Accelerating Scientific Discovery – Continuous and Discontinuous Experimentation Setups for Polymer Research and High-Quality Dataset Generation
- 2023
- MaRDA 2023
Invited talk
Publications
99 results for Quantum Machine Learning
Quantum machine learning framework for virtual screening in drug discovery: a prospective quantum advantage
- Stefano Mensa
- Emre Sahin
- et al.
- 2023
- Machine Learning: Science and Tech.
PaperOn reductions from weak to strong simulation
- Sergey Bravyi
- Giuseppe Carleo
- et al.
- 2023
- QIP 2023
TalkVariational quantum algorithm for unconstrained black box binary optimization: Application to feature selection
- Christa Zoufal
- Ryan V. Mishmash
- et al.
- 2023
- Quantum
PaperMachine Learning based Discrimination for Excited State Promoted Readout
- Utkarsh Azad
- Helena Zhang
- 2022
- SEC 2022
Workshop paperLevy-Lieb embedding of density-functional theory and its quantum kernel: Illustration for the Hubbard dimer using near-term quantum algorithms
- Das Pemmaraju
- Amol Deshmukh
- 2022
- Physical Review A
PaperRepresentation of the fermionic boundary operator
- Ismail Yunus Akhalwaya
- Yang-Hui He
- et al.
- 2022
- Physical Review A
PaperQuantum-Inspired Algorithms from Randomized Numerical Linear Algebra
- Nadiia Chepurko
- Kenneth L. Clarkson
- et al.
- 2022
- ICML 2022
Conference paperQuantum neural networks force fields generation
- Oriel Kiss
- Francesco Tacchino
- et al.
- 2022
- Machine Learning: Science and Tech.
PaperWhen BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
- Chao-Han Huck Yang
- Jun Qi
- et al.
- 2022
- ICASSP 2022
Conference paper