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Jan Kaiser
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 23
Top Topics
Hyperspectral
Simulation Study
Bayesian Networks
Monte Carlo
Top Venues
CoRR
Frontiers Comput. Neurosci.
SOHOMA
ETS
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Publications
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Jan Kaiser
,
Annika Eichler
,
Anne Lauscher
Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language.
CoRR
(2024)
Antonin Sulc
,
Alex Bien
,
Annika Eichler
,
Daniel Ratner
,
Florian Rehm
,
Frank Mayet
,
Gregor Hartmann
,
Hayden Hoschouer
,
Henrik Tünnermann
,
Jan Kaiser
,
Jason St. John
,
Jennefer Maldonado
,
Kyle J. Hazelwood
,
Raimund Kammering
,
Thorsten Hellert
,
Tim Wilksen
,
Verena Kain
,
Wan-Lin Hu
Towards Unlocking Insights from Logbooks Using AI.
CoRR
(2024)
Jan Kaiser
,
Chenran Xu
,
Annika Eichler
,
Andrea Santamaría Garcia
Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations.
CoRR
(2024)
Jan Kaiser
,
Marco Pérez-Hernández
,
Victor Kaupe
,
Philip Kurrek
,
Duncan C. McFarlane
An agent-based approach for energy-efficient sensor networks in logistics.
Eng. Appl. Artif. Intell.
127 (Part A) (2024)
Jan Kaiser
,
Duncan C. McFarlane
,
Gregory Hawkridge
,
Pascal André
,
Paulo Leitão
A review of reference architectures for digital manufacturing: Classification, applicability and open issues.
Comput. Ind.
149 (2023)
Jan Kaiser
,
Germán Terrazas
,
Duncan C. McFarlane
,
Lavindra de Silva
Towards low-cost machine learning solutions for manufacturing SMEs.
AI Soc.
38 (6) (2023)
Jan Kaiser
,
Chenran Xu
,
Annika Eichler
,
Andrea Santamaría Garcia
,
Oliver Stein
,
Erik Bründermann
,
Willi Kuropka
,
Hannes Dinter
,
Frank Mayet
,
Thomas Vinatier
,
Florian Burkart
,
Holger Schlarb
Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning.
CoRR
(2023)
Jan Kaiser
,
Oliver Stein
,
Annika Eichler
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training.
ICML
(2022)
Lukás Krauz
,
Petr Páta
,
Jan Kaiser
Assessing the Spectral Characteristics of Dye- and Pigment-Based Inkjet Prints by VNIR Hyperspectral Imaging.
Sensors
22 (2) (2022)
Jan Kaiser
,
Zhengyang Ling
,
Gökçen Yilmaz
,
Duncan C. McFarlane
,
Gregory Hawkridge
Configurable Solutions for Low-Cost Digital Manufacturing: a Building Block Approach.
ETFA
(2022)
Rafatul Faria
,
Jan Kaiser
,
Kerem Yunus Camsari
,
Supriyo Datta
Hardware Design for Autonomous Bayesian Networks.
Frontiers Comput. Neurosci.
15 (2021)
Jan Kaiser
,
Duncan C. McFarlane
,
Gregory Hawkridge
Review and Classification of Digital Manufacturing Reference Architectures.
SOHOMA
(2021)
Gregory Hawkridge
,
Duncan C. McFarlane
,
Jan Kaiser
,
Lavindra de Silva
,
Germán Terrazas
Designing Shoestring Solutions: An Approach for Designing Low-Cost Digital Solutions for Manufacturing.
SOHOMA
(2021)
Jan Kaiser
,
Risi Jaiswal
,
Behtash Behin-Aein
,
Supriyo Datta
Benchmarking a Probabilistic Coprocessor.
CoRR
(2021)
Jan Kaiser
,
Supriyo Datta
Perspective: Probabilistic computing with p-bits.
CoRR
(2021)
Jan Kaiser
,
William A. Borders
,
Kerem Yunus Camsari
,
Shunsuke Fukami
,
Hideo Ohno
,
Supriyo Datta
Hardware-aware in-situ Boltzmann machine learning using stochastic magnetic tunnel junctions.
CoRR
(2021)
Fin Hendrik Bahnsen
,
Jan Kaiser
,
Görschwin Fey
Designing Recurrent Neural Networks for Monitoring Embedded Devices.
ETS
(2021)
Jan Kaiser
,
Mike Castellano
,
David Gnandt
,
Thorsten Koslowski
Monte Carlo simulation and thermodynamic integration applied to protein charge transfer.
J. Comput. Chem.
41 (11) (2020)
Rafatul Faria
,
Jan Kaiser
,
Kerem Yunus Camsari
,
Supriyo Datta
Hardware Design for Autonomous Bayesian Networks.
CoRR
(2020)
Jan Kaiser
,
Rafatul Faria
,
Kerem Yunus Camsari
,
Supriyo Datta
Probabilistic Circuits for Autonomous Learning: A Simulation Study.
Frontiers Comput. Neurosci.
14 (2020)
Jan Kaiser
,
Kai Bavendiek
,
Sibylle Schupp
Do We Need Real Data? - Testing and Training Algorithms with Artificial Geolocation Data.
GI-Jahrestagung
(2019)
Jan Kaiser
,
Rafatul Faria
,
Kerem Yunus Camsari
,
Supriyo Datta
Probabilistic Circuits for Autonomous Learning: A simulation study.
CoRR
(2019)
Martin Grothe
,
Christian Mainka
,
Paul Rösler
,
Johanna Jupke
,
Jan Kaiser
,
Jörg Schwenk
Your Cloud in My Company: Modern Rights Management Services Revisited.
ARES
(2016)