Schedule

QAI Workshop 2025 will be held Thursday, September 4, 2025, 10:00 AM – 4:30 PM MDT, at the ABQ Convention Center, Albaquerque, New Mexico, USA.

Time (MDT)TitleAuthors
10:00 AM – 10:30 AMDirect Entanglement Ansatz Learning (DEAL) with ZNE on Error-Prone Superconducting QubitsZiqing Guo, Texas Tech University

Steven Rayan, University of Saskatchewan

Wenshuo Hu, Texas Tech University

Ziwen Pan, Texas Tech University
10:30 AM – 11:00 AMStatistical Time Series Modeling of Quantum Systems Using Rough TransformersYuanhang Shao, Florida State University

Chashi Mahiul Islam, Florida State University

Samuel Jacob, Florida State University

Ryan Carmichael, Florida State University

Jake Scally, Florida State University

Xiuwen Liu, Florida State University

Bayaner Arigong, Florida State University
11:00 AM – 11:30 AMAdiabatic Quantum Linear Optimal Control for Discrete Time Dynamical SystemsMayank Shekhar Jha, CRAN, CNRS, Universite de Lorraine, Nancy, France

Prasanna Date, Oak Ridge National Laboratory
11:30 AM – 1:00 PMLunch Break
1:00 PM – 1:30 PMProbabilistic Representation of Commutative Quantum Circuit ModelsRichard Yu, Georgia Institute of Technology

Jorge Ramirez, Oak Ridge National Laboratory

Elaine Wong, Oak Ridge National Laboratory
1:30 PM – 2:00 PMImpact of Single Rotations and Entanglement Topologies in Quantum Neural NetworksMarco Mordacci, University of Parma

Michele Amoretti, University of Parma
2:00 PM – 2:30 PMQuantum Adaptive Excitation Network with Variational Quantum Circuits for Channel AttentionYu-Chao Hsu, National Cheng Kung University

Kuancheng Chen, Imperial College London

Tai Yue Li, National Center for High-Performance Computing

Nan-Yow Chen, National Center for High-Performance Computing
2:30 PM – 3:00 PMCoffee Break
3:00 PM – 3:30 PMQuantum Portfolio Optimization with Expert Analysis EvaluationNouhaila Innan, New York University Abu Dhabi

Ayesha Saleem, New York University Abu Dhabi

Alberto Marchisio, New York University Abu Dhabi

Muhammad Shafique, New York University Abu Dhabi
3:30 PM – 4:00 PMSolving Partial Differential equations by Quantum Physics-Informed Neural Network [Contributed Talk]Giorgio Panichi, Università degli Studi di Milano

Sebastiano Corli, Università degli Studi di Milano

Enrico Prati, Università degli Studi di Milano
4:00 PM – 4:30 PMQuantum PCA on Classical Datasets: Fidelity Benchmarks and Downstream Task PerformanceZain Magdon-Ismail, Rensselaer Polytechnic Institute

Thilanka Munasinghe, Rensselaer Polytechnic Institute