Thomas Brunschwiler

According to our database, Thomas Brunschwiler authored at least 41 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Optimal Power Grid Operations with Foundation Models.

Alban Puech, Jonas Weiss, Thomas Brunschwiler, Hendrik F. Hamann

CoRR, 2024

A Perspective on Foundation Models for the Electric Power Grid.

Hendrik F. Hamann, Thomas Brunschwiler, Blazhe Gjorgiev, Leonardo S. A. Martins, Alban Puech, Anna Varbella, Jonas Weiss, Juan Bernabé-Moreno, Alexandre Blondin Massé, Seong Choi, Ian T. Foster, Bri-Mathias S. Hodge, Rishabh Jain, Kibaek Kim, Vincent Mai, François Mirallès, Martin De Montigny, Octavio Ramos-Leaños, Hussein Suprême, Le Xie, El-Nasser S. Youssef, Arnaud Zinflou, Alexander J. Belvi, Ricardo J. Bessa, Bishnu Prasad Bhattari, Johannes Schmude, Stanislav Sobolevsky

CoRR, 2024

Compressed Multi-task embeddings for Data-Efficient Downstream training and inference in Earth Observation.

Carlos Gomes, Thomas Brunschwiler

CoRR, 2024

Neural Embedding Compression for Efficient Multi-Task Earth Observation Modelling.

Carlos Gomes, Thomas Brunschwiler

Proceedings of the IGARSS 2024, 2024

Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models.

Benedikt Blumenstiel, Viktoria Moor, Romeo Kienzler, Thomas Brunschwiler

Proceedings of the IGARSS 2024, 2024

2023

AB2CD: AI for Building Climate Damage Classification and Detection.

Maximilian Nitsche, S. Karthik Mukkavilli, Niklas Kühl, Thomas Brunschwiler

CoRR, 2023

Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation.

Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity.

Zixuan Xiao, Michal Muszynski, Ricards Marcinkevics, Lukas Zimmerli, Adam Daniel Ivankay, Dario Kohlbrenner, Manuel Kuhn, Yves Nordmann, Ulrich Muehlner, Christian F. Clarenbach, Julia E. Vogt, Thomas Brunschwiler

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

2022

Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods.

Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Cough Diary based on Sound Classification, Source Validation and Event Detection.

Michal Muszynski, Jeffrey Okyere, Ruchi Mahindru, Thomas Brunschwiler

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?

Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler

Proceedings of the IEEE International Conference on Big Data, 2022

2021

An Unsupervised Behavioral Modeling and Alerting System Based on Passive Sensing for Elderly Care.

Rui Hu, Bruno Michel, Dario Russo, Niccolò Mora, Guido Matrella, Paolo Ciampolini, Francesca Cocchi, Enrico Montanari, Stefano Nunziata, Thomas Brunschwiler

Future Internet, 2021

Preictal onset detection through unsupervised clustering for epileptic seizure prediction.

Alessio Quercia, Thomas Frick, Fabian Emanuel Egli, Nicholas Pullen, Isabelle Dupanloup, Jianbin Tang, Umar Asif, Stefan Harrer, Thomas Brunschwiler

Proceedings of the IEEE International Conference on Digital Health, 2021

Exploring Relationships between Cerebral and Peripheral Biosignals with Neural Networks.

Alexander H. Hatteland, Ricards Marcinkevics, Renaud Marquis, Thomas Frick, Ilona Hubbard, Julia E. Vogt, Thomas Brunschwiler, Philippe Ryvlin

Proceedings of the IEEE International Conference on Digital Health, 2021

2020

Explainable Deep Learning for Medical Time Series Data.

Thomas Frick, Stefan Glüge, Abbas Rahimi, Luca Benini, Thomas Brunschwiler

Proceedings of the Wireless Mobile Communication and Healthcare, 2020

Personalized Assessment of Arousal and Valence from Videos.

Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings.

Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas L. Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani

Proceedings of the AMIA 2020, 2020

2019

IoT-Based Home Monitoring: Supporting Practitioners' Assessment by Behavioral Analysis.

Niccolò Mora, Ferdinando Grossi, Dario Russo, Paolo Barsocchi, Rui Hu, Thomas Brunschwiler, Bruno Michel, Francesca Cocchi, Enrico Montanari, Stefano Nunziata, Guido Matrella, Paolo Ciampolini

Sensors, 2019

Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices.

Anirban Das, Thomas Brunschwiler

CoRR, 2019

Nocturnal Cough and Snore Detection in Noisy Environments Using Smartphone-Microphones.

Sudip Vhaduri, Theodore G. van Kessel, Bongjun Ko, David Wood, Shiqiang Wang, Thomas Brunschwiler

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Towards Automatic Cough and Snore Detection.

Sudip Vhaduri, Thomas Brunschwiler

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Internet of the Body - Wearable Monitoring and Coaching.

Thomas Brunschwiler, Jonas R. M. Weiss, Stephan Paredes, Arvind Sridhar, Ulrike Pluntke, Sophie Mai Chau, Sebastian Gerke, Jorge Barroso, Emanuel Loertscher, Yuksel Temiz, Patrick W. Ruch, Bruno Michel, Sufi Zafar, Theodore G. van Kessel

Proceedings of the 2019 Global IoT Summit, 2019

2018

COPD Management by Symptom and Activity Tracking.

Thomas Brunschwiler, Rui Hu, T. van Kessel, A. Lopez, J. Barroso

Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

2017

Internet of the body and cognitive companion: Enabling high-quality monitoring of patients at home.

Rahel Straessle, Yuksel Temiz, Sebastian Gerke, Jonas R. M. Weiss, Arvind Sridhar, Stephan Paredes, Thomas Brunschwiler, Emanuel Loertscher, Neil Ebejer, Bruno Michel, T. van Kessel, Ismael Faro, Sufi Zafar, Frank Libsch, Marc A. Taubenblatt, Keiji Matsumoto

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

CAir: Mobile-health intervention for COPD patients.

Thomas Brunschwiler, Rahel Straessle, Jonas R. M. Weiss, Bruno Michel, Theodore G. van Kessel, Bong Jun Ko, David Wood, Yves Nordmann, Ulrich Muehlner

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Internet of the Body and Cognitive Hypervisor.

Rahel Strässle, Sebastian Gerke, Thomas Brunschwiler, Yuksel Temiz, Jonas R. M. Weiss, Arvind Sridhar, Stephan Paredes, Emanuel Loertscher, Neil Ebejer, Bruno Michel, H.-M. Lee, C. Alvarado, Ismael Faro, T. van Kessel, Mounir Meghelli, Marc A. Taubenblatt, Sufi Zafar, Frank Libsch, Keiji Matsumoto

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2014

3D-ICE: A Compact Thermal Model for Early-Stage Design of Liquid-Cooled ICs.

Arvind Sridhar, Alessandro Vincenzi, David Atienza, Thomas Brunschwiler

IEEE Trans. Computers, 2014

Characterization of particle beds in percolating thermal underfills based on centrifugation.

Severin Zimmermann, Thomas Brunschwiler, Brian R. Burg, Jonas Zuercher, Guo Hong, Dimos Poulikakos, Mario Baum, Christian Hofmann

Proceedings of the 2014 International 3D Systems Integration Conference, 2014

2013

Roadmap towards ultimately-efficient zeta-scale datacenters.

Patrick W. Ruch, Thomas Brunschwiler, Stephan Paredes, Gerhard Ingmar Meijer, Bruno Michel

Proceedings of the International Conference on High Performance Computing & Simulation, 2013

STEAM: a fast compact thermal model for two-phase cooling of integrated circuits.

Arvind Sridhar, Yassir Madhour, David Atienza, Thomas Brunschwiler, John Richard Thome

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

Integration of intra chip stack fluidic cooling using thin-layer solder bonding.

Yassir Madhour, Michael Zervas, Gerd Schlottig, Thomas Brunschwiler, Yusuf Leblebici, John Richard Thome, Bruno Michel

Proceedings of the 2013 IEEE International 3D Systems Integration Conference (3DIC), 2013

2012

Bionic Packaging: A Promising Paradigm for Future Computing.

Patrick W. Ruch, Thomas Brunschwiler, Werner Escher, Stephan Paredes, Bruno Michel

ERCIM News, 2012

2011

Energy-Efficient Multiobjective Thermal Control for Liquid-Cooled 3-D Stacked Architectures.

Mohamed M. Sabry, Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Toward five-dimensional scaling: How density improves efficiency in future computers.

Patrick W. Ruch, Thomas Brunschwiler, Werner Escher, Stephan Paredes, Bruno Michel

IBM J. Res. Dev., 2011

Towards thermally-aware design of 3D MPSoCs with inter-tier cooling.

Mohamed M. Sabry, Arvind Sridhar, David Atienza, Yuksel Temiz, Yusuf Leblebici, S. Szczukiewicz, Navid Borhani, John Richard Thome, Thomas Brunschwiler, Bruno Michel

Proceedings of the Design, Automation and Test in Europe, 2011

2010

3D-ICE: Fast compact transient thermal modeling for 3D ICs with inter-tier liquid cooling.

Arvind Sridhar, Alessandro Vincenzi, Martino Ruggiero, Thomas Brunschwiler, David Atienza

Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

Energy-efficient variable-flow liquid cooling in 3D stacked architectures.

Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler, Bruno Michel

Proceedings of the Design, Automation and Test in Europe, 2010

2009

Comparison of transient and static test methods for chip-to-sink thermal interface characterization.

Brian Smith, Thomas Brunschwiler, Bruno Michel

Microelectron. J., 2009

Toward zero-emission data centers through direct reuse of thermal energy.

Thomas Brunschwiler, Brian Smith, E. Ruetsche, Bruno Michel

IBM J. Res. Dev., 2009

Using Waste Heat from Data Centres to Minimize Carbon Dioxide Emission.

Gerhard Ingmar Meijer, Thomas Brunschwiler, Stephan Paredes, Bruno Michel

ERCIM News, 2009

Validation of the porous-medium approach to model interlayer-cooled 3D-chip stacks.

Thomas Brunschwiler, Stephan Paredes, Ute Drechsler, Bruno Michel, W. Cesar, G. Töral, Yuksel Temiz, Yusuf Leblebici

Proceedings of the IEEE International Conference on 3D System Integration, 2009