Jacob M. Taylor

20 papers B 2Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Accurate and Honest Approximation of Correlated Qubit Noise. Quantum Setiawan F., Alexander V. Gramolin, Elisha Siddiqui Matekole, Hari Krovi, Jacob M. Taylor
2025	J	`jnl`	Ax-Prover: A Deep Reasoning Agentic Framework for Theorem Proving in Mathematics and Quantum Physics. CoRR Marco Del Tredici, Jacob McCarran, Benjamin Breen, Javier Aspuru Mijares, Weichen Winston Yin, Jacob M. Taylor, Frank H. L. Koppens, Dirk Englund
2025	J	`jnl`	QDFlow: A Python package for physics simulations of quantum dot devices. CoRR Donovan Buterakos, Sandesh S. Kalantre, Joshua Ziegler, Jacob M. Taylor, Justyna P. Zwolak
2025	J	`jnl`	Unreasonable effectiveness of unsupervised learning in identifying Majorana topology. CoRR Jacob M. Taylor, Haining Pan, Sankar Das Sarma
2023	J	`jnl`	Data Needs and Challenges of Quantum Dot Devices Automation: Workshop Report. CoRR Justyna P. Zwolak, Jacob M. Taylor, Reed Andrews, Jared Benson, Garnett W. Bryant, Donovan Buterakos, Anasua Chatterjee, Sankar Das Sarma, Mark A. Eriksson, Eliska Greplova, Michael J. Gullans, Fabian Hader, Tyler J. Kovach, Pranav S. Mundada, Mick Ramsey, Torbjørn Rasmussen, Brandon Severin, Anthony Sigillito, Brennan Undseth, Brian J. Weber
2022	J	`jnl`	Theoretical Bounds on Data Requirements for the Ray-Based Classification. SN Comput. Sci. Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin, Jacob M. Taylor, Justyna P. Zwolak
2021	J	`jnl`	Colloquium: Advances in automation of quantum dot devices control. CoRR Justyna P. Zwolak, Jacob M. Taylor
2021	J	`jnl`	Ray-based framework for state identification in quantum dot devices. CoRR Justyna P. Zwolak, Thomas McJunkin, Sandesh S. Kalantre, Samuel F. Neyens, E. R. MacQuarrie, Mark A. Eriksson, Jacob M. Taylor
2021	J	`jnl`	Theoretical bounds on data requirements for the ray-based classification. CoRR Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin, Jacob M. Taylor, Justyna P. Zwolak
2021	J	`jnl`	Toward Robust Autotuning of Noisy Quantum Dot Devices. CoRR Joshua Ziegler, Thomas McJunkin, E. S. Joseph, Sandesh S. Kalantre, Benjamin Harpt, D. E. Savage, Mark G. Lagally, Mark A. Eriksson, Jacob M. Taylor, Justyna P. Zwolak
2020	J	`jnl`	Ray-based classification framework for high-dimensional data. CoRR Justyna P. Zwolak, Sandesh S. Kalantre, Thomas McJunkin, Brian J. Weber, Jacob M. Taylor
2017	B	`conf`	Advances in quantum reinforcement learning. SMC Vedran Dunjko, Jacob M. Taylor, Hans J. Briegel
2017	J	`jnl`	Optomechanical Analogy for Toy Cosmology with Quantized Scale Factor. Entropy Joseph A. Smiga, Jacob M. Taylor
2017	J	`jnl`	Super-polynomial separations for quantum-enhanced reinforcement learning. CoRR Vedran Dunjko, Yi-Kai Liu, Xingyao Wu, Jacob M. Taylor
2016	B	`conf`	Enhanced learning for agents in quantum-accessible environments. ESANN Jacob M. Taylor, Hans J. Briegel, Vedran Dunjko
2016	J	`jnl`	Quantum-enhanced machine learning. CoRR Vedran Dunjko, Jacob M. Taylor, Hans J. Briegel
2015	J	`jnl`	Framework for learning agents in quantum environments. CoRR Vedran Dunjko, Jacob M. Taylor, Hans J. Briegel
2012	J	`jnl`	Circuit quantum electrodynamics with a spin qubit. Nat. Karl D. Petersson, Louis W. McFaul, Michael D. Schroer, Minkyung Jung, Jacob M. Taylor, Andrew A. Houck, Jason R. Petta
2006	J	`jnl`	Dephasing of Quantum Bits by a Quasi-Static Mesoscopic Environment. Quantum Inf. Process. Jacob M. Taylor, M. D. Lukin
2002	—	`conf`	Self-organization in peer-to-peer systems. ACM SIGOPS European Workshop Jonathan Ledlie, Jacob M. Taylor, Laura Serban, Margo I. Seltzer