Assessing Tensor Network Quantum Emulators for Hamiltonian Simulation of Pharmaceutical Molecules: Challenges and Limitations in Drug Discovery Applications
Fuente:
arXiv
Saved in:
| Main Authors: | Kowalik, Marek, Michael, Ellen, Pogány, Peter, Lolur, Phalgun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Hamiltonian Simulation: A Utility Scale Perspective for Covalent Inhibitor Reactivity Prediction
by: Kowalik, Marek, et al.
Published: (2024)
by: Kowalik, Marek, et al.
Published: (2024)
Digital Quantum Simulation of the quantum $β$-FPUT Lattice: Formulation and Resource Estimation
by: Sharma, Kiratholly Nandakumar Madhav, et al.
Published: (2026)
by: Sharma, Kiratholly Nandakumar Madhav, et al.
Published: (2026)
Cross-Platform Benchmarking of Near-Term Quantum Optimisation Algorithms
by: McDowall, Kieran, et al.
Published: (2025)
by: McDowall, Kieran, et al.
Published: (2025)
Reverse Map Projections as Equivariant Quantum Embeddings
by: Arnott, Max, et al.
Published: (2024)
by: Arnott, Max, et al.
Published: (2024)
A Multi-Scale Quantum Framework for Evaluating Metal-Organic Frameworks in Carbon Capture
by: Montgomery, Tom W. A., et al.
Published: (2025)
by: Montgomery, Tom W. A., et al.
Published: (2025)
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical Industries
by: Smaldone, Anthony M., et al.
Published: (2024)
by: Smaldone, Anthony M., et al.
Published: (2024)
Quantum Network Simulation and Emulation: A Roadmap for Quantum Internet Design
by: Doolittle, Brian, et al.
Published: (2026)
by: Doolittle, Brian, et al.
Published: (2026)
Excitation Amplitude Sampling for Low Variance Electronic Structure on Quantum Computers
by: Lenihan, Connor, et al.
Published: (2025)
by: Lenihan, Connor, et al.
Published: (2025)
Optimal Tree Tensor Network Operators for Tensor Network Simulations: Applications to Open Quantum Systems
by: Li, Weitang, et al.
Published: (2024)
by: Li, Weitang, et al.
Published: (2024)
Twirling Operations to Produce Energy Eigenstates of a Hamiltonian by Classically Emulated Quantum Simulation
by: Oshima, Kazuto
Published: (2023)
by: Oshima, Kazuto
Published: (2023)
Quantum Computation and Quantum Simulation with Ultracold Molecules
by: Cornish, Simon L., et al.
Published: (2024)
by: Cornish, Simon L., et al.
Published: (2024)
Hybrid Quantum Generative Adversarial Networks for Molecular Simulation and Drug Discovery
by: Jain, Prateek, et al.
Published: (2022)
by: Jain, Prateek, et al.
Published: (2022)
Construction of Superposition States of Energy Eigenstates via Classically Emulated Digital Quantum Simulation: The Hydrogen Molecule as an Example
by: Oshima, Kazuto
Published: (2024)
by: Oshima, Kazuto
Published: (2024)
Survey on Computational Applications of Tensor Network Simulations
by: García, Marcos Díez, et al.
Published: (2024)
by: García, Marcos Díez, et al.
Published: (2024)
Simulating Quantum Circuits with Tree Tensor Networks using Density-Matrix Renormalization Group Algorithm
by: Dubey, Aditya, et al.
Published: (2025)
by: Dubey, Aditya, et al.
Published: (2025)
Quantum Algorithm for Solving the Advection Equation using Hamiltonian Simulation
by: Brearley, Peter, et al.
Published: (2023)
by: Brearley, Peter, et al.
Published: (2023)
Scalable Tensor Network Simulation for Quantum-Classical Dual Kernel
by: Sam, Mei Ian, et al.
Published: (2026)
by: Sam, Mei Ian, et al.
Published: (2026)
High Performance Quantum Emulation for Chemistry Applications with Hyperion
by: Adjoua, Olivier, et al.
Published: (2026)
by: Adjoua, Olivier, et al.
Published: (2026)
Neural Network Emulation of the Classical Limit in Quantum Systems via Learned Observable Mappings
by: Majid, Kamran
Published: (2025)
by: Majid, Kamran
Published: (2025)
Approximate Quantum Compiling for Quantum Simulation: A Tensor Network based approach
by: Robertson, Niall F., et al.
Published: (2023)
by: Robertson, Niall F., et al.
Published: (2023)
Assessing the Advantages and Limitations of Quantum Neural Networks in Regression Tasks
by: de Limaa, Gubio G., et al.
Published: (2025)
by: de Limaa, Gubio G., et al.
Published: (2025)
Quantum-Inspired Hamiltonian Optimization, Stochastic Tensor Networks and Adaptive Congestion Routing for Large-Scale QKD Networks
by: Rosales, Jose Luis
Published: (2026)
by: Rosales, Jose Luis
Published: (2026)
A Quantum-Inspired Algorithm for Wave Simulation Using Tensor Networks
by: Lively, Kevin, et al.
Published: (2025)
by: Lively, Kevin, et al.
Published: (2025)
Parallel Quantum Algorithm for Hamiltonian Simulation
by: Zhang, Zhicheng, et al.
Published: (2021)
by: Zhang, Zhicheng, et al.
Published: (2021)
Adaptive Tensor Network Sampling for Quantum Optimal Control
by: Zeybek, Zeki, et al.
Published: (2026)
by: Zeybek, Zeki, et al.
Published: (2026)
GPU Benchmark through QPE Emulator with cuQuantum for Practical Quantum Applications
by: Akiba, Takaki, et al.
Published: (2025)
by: Akiba, Takaki, et al.
Published: (2025)
Simulating Open Quantum Systems Using Hamiltonian Simulations
by: Ding, Zhiyan, et al.
Published: (2023)
by: Ding, Zhiyan, et al.
Published: (2023)
Variational Tensor Network Simulation of Gaussian Boson Sampling and Beyond
by: Vinther, Jonas, et al.
Published: (2024)
by: Vinther, Jonas, et al.
Published: (2024)
Application of Quantum Tensor Networks for Protein Classification
by: Kundu, Debarshi, et al.
Published: (2024)
by: Kundu, Debarshi, et al.
Published: (2024)
Universal Quantum Emulator
by: Marvian, Iman, et al.
Published: (2016)
by: Marvian, Iman, et al.
Published: (2016)
Limits of Clifford Disentangling in Tensor Network States
by: Masot-Llima, Sergi, et al.
Published: (2026)
by: Masot-Llima, Sergi, et al.
Published: (2026)
Scalable Quantum Molecular Generation via GPU-Accelerated Tensor-Network Simulation
by: Xiao, Yu-Cheng, et al.
Published: (2026)
by: Xiao, Yu-Cheng, et al.
Published: (2026)
BHT-QAOA: Generalizing Quantum Approximate Optimization Algorithm to Solve Arbitrary Boolean Problems as Hamiltonians
by: Al-Bayaty, Ali, et al.
Published: (2024)
by: Al-Bayaty, Ali, et al.
Published: (2024)
Mitigating Errors in Analog Quantum Simulation by Hamiltonian Reshaping or Hamiltonian Rescaling
by: Guo, Rui-Cheng, et al.
Published: (2024)
by: Guo, Rui-Cheng, et al.
Published: (2024)
Simulating Neutral Atom Quantum Systems with Tensor Network States
by: Allen, James, et al.
Published: (2023)
by: Allen, James, et al.
Published: (2023)
Hybrid Quantum-Classical Algorithm for Hamiltonian Simulation
by: Nghiem, Nhat A., et al.
Published: (2026)
by: Nghiem, Nhat A., et al.
Published: (2026)
Optimal Effective Hamiltonian for Quantum Computing and Simulation
by: Guan, Hao-Yu, et al.
Published: (2026)
by: Guan, Hao-Yu, et al.
Published: (2026)
Bounded-Error Quantum Simulation via Hamiltonian and Lindbladian Learning
by: Kraft, Tristan, et al.
Published: (2025)
by: Kraft, Tristan, et al.
Published: (2025)
Tensor Networks with Belief Propagation Cannot Feasibly Simulate Google's Quantum Echoes Experiment
by: Bermejo, Pablo, et al.
Published: (2026)
by: Bermejo, Pablo, et al.
Published: (2026)
Quantum-machine-assisted Drug Discovery
by: Zhou, Yidong, et al.
Published: (2024)
by: Zhou, Yidong, et al.
Published: (2024)
Similar Items
-
Efficient Hamiltonian Simulation: A Utility Scale Perspective for Covalent Inhibitor Reactivity Prediction
by: Kowalik, Marek, et al.
Published: (2024) -
Digital Quantum Simulation of the quantum $β$-FPUT Lattice: Formulation and Resource Estimation
by: Sharma, Kiratholly Nandakumar Madhav, et al.
Published: (2026) -
Cross-Platform Benchmarking of Near-Term Quantum Optimisation Algorithms
by: McDowall, Kieran, et al.
Published: (2025) -
Reverse Map Projections as Equivariant Quantum Embeddings
by: Arnott, Max, et al.
Published: (2024) -
A Multi-Scale Quantum Framework for Evaluating Metal-Organic Frameworks in Carbon Capture
by: Montgomery, Tom W. A., et al.
Published: (2025)