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Hendrik F. Hamann
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2020 – today
- 2025
- [i15]Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik F. Hamann, Hanghang Tong, Jingrui He:
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative. CoRR abs/2502.08942 (2025) - 2024
- [j12]Alban Puech
, François Mirallès, Jonas Weiss, Vincent Mai, Alexandre Blondin Massé, Martin De Montigny, Thomas Brunschwiler, Hendrik F. Hamann:
Accelerating quasi-static time series simulations with foundation models. Elektrotech. Informationstechnik 141(7): 451-457 (2024) - [c32]Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann:
Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling. IGARSS 2024: 2212-2215 - [c31]Zhining Liu
, Ruizhong Qiu
, Zhichen Zeng
, Yada Zhu
, Hendrik F. Hamann
, Hanghang Tong
:
AIM: Attributing, Interpreting, Mitigating Data Unfairness. KDD 2024: 2014-2025 - [c30]Katherine Tieu, Dongqi Fu, Yada Zhu, Hendrik F. Hamann, Jingrui He:
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed. NeurIPS 2024 - [i14]Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann:
Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling. CoRR abs/2405.11814 (2024) - [i13]Zhining Liu, Ruizhong Qiu, Zhichen Zeng
, Yada Zhu, Hendrik F. Hamann, Hanghang Tong:
AIM: Attributing, Interpreting, Mitigating Data Unfairness. CoRR abs/2406.08819 (2024) - [i12]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
:
A Perspective on Foundation Models for the Electric Power Grid. CoRR abs/2407.09434 (2024) - [i11]Alban Puech, Jonas Weiss, Thomas Brunschwiler, Hendrik F. Hamann:
Optimal Power Grid Operations with Foundation Models. CoRR abs/2409.02148 (2024) - [i10]Johannes Schmude, Sujit Roy, Will Trojak, Johannes Jakubik, Daniel Salles Civitarese, Shraddha Singh, Julian Kuehnert, Kumar Ankur, Aman Gupta, Christopher Phillips, Romeo Kienzler, Daniela Szwarcman, Vishal Gaur, Rajat Shinde, Rohit Lal, Arlindo Da Silva, Jorge Luis Guevara Diaz, Anne Jones, Simon Pfreundschuh, Amy Lin, Aditi Sheshadri, Udaysankar Nair, Valentine Anantharaj, Hendrik F. Hamann, Campbell D. Watson, Manil Maskey, Tsengdar J. Lee, Juan Bernabé-Moreno, Rahul Ramachandran:
Prithvi WxC: Foundation Model for Weather and Climate. CoRR abs/2409.13598 (2024) - [i9]Alban Puech, François Mirallès, Jonas Weiss, Vincent Mai, Alexandre Blondin Massé, Martin De Montigny, Thomas Brunschwiler, Hendrik F. Hamann:
Accelerating Quasi-Static Time Series Simulations with Foundation Models. CoRR abs/2411.08652 (2024) - [i8]Deming Chen, Alaa Youssef, Ruchi Pendse, André Schleife, Bryan K. Clark, Hendrik F. Hamann, Jingrui He, Teodoro Laino, Lav R. Varshney, Yuxiong Wang, Avirup Sil, Reyhaneh Jabbarvand, Tianyin Xu, Volodymyr V. Kindratenko, Carlos H. A. Costa, Sarita V. Adve, Charith Mendis, Minjia Zhang, Santiago Núñez-Corrales, Raghu K. Ganti, Mudhakar Srivatsa, Nam Sung Kim, Josep Torrellas, Jian Huang, Seetharami R. Seelam, Klara Nahrstedt, Tarek F. Abdelzaher, Tamar Eilam, Huimin Zhao, Matteo Manica, Ravishankar K. Iyer, Martin Hirzel, Vikram S. Adve, Darko Marinov, Hubertus Franke, Hanghang Tong, Elizabeth A. Ainsworth, Han Zhao, Deepak Vasisht, Minh Do, Fábio Oliveira, Giovanni Pacifici, Ruchir Puri, Priya Nagpurkar:
Transforming the Hybrid Cloud for Emerging AI Workloads. CoRR abs/2411.13239 (2024) - 2023
- [c29]Romeo Kienzler, Johannes Schmude, Naomi Simumba, Benedikt Blumenstiel, Marcus Freitag, Daiki Kimura, Zoltan Arnold Nagy, Michael Behrendt, Hendrik F. Hamann, S. Karthik Mukkavilli, Daniel Salles Civitarese:
TensorBank: Tensor Lakehouse for Foundation Model Training. IEEE Big Data 2023: 3350-3354 - [i7]Romeo Kienzler, Benedikt Blumenstiel, Zoltan Arnold Nagy, S. Karthik Mukkavilli, Johannes Schmude, Marcus Freitag, Michael Behrendt, Daniel Salles Civitarese, Naomi Simumba, Daiki Kimura, Hendrik F. Hamann:
TensorBank: Tensor Lakehouse for Foundation Model Training. CoRR abs/2309.02094 (2023) - [i6]S. Karthik Mukkavilli, Daniel Salles Civitarese, Johannes Schmude, Johannes Jakubik, Anne Jones, Nam Nguyen, Christopher Phillips, Sujit Roy, Shraddha Singh, Campbell D. Watson, Raghu K. Ganti, Hendrik F. Hamann, Udaysankar Nair, Rahul Ramachandran, Kommy Weldemariam:
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation. CoRR abs/2309.10808 (2023) - 2020
- [j11]Conrad M. Albrecht
, Bruce Elmegreen
, Oki Gunawan, Hendrik F. Hamann, Levente J. Klein
, Siyuan Lu, F. Mariano, Carlo Siebenschuh, Johannes Schmude:
Next-generation geospatial-temporal information technologies for disaster management. IBM J. Res. Dev. 64(1/2): 5:1-5:12 (2020) - [j10]Conrad M. Albrecht
, Rui Zhang, Xiaodong Cui, Marcus Freitag, Hendrik F. Hamann, Levente J. Klein
, Ulrich Finkler, Fernando J. Marianno, Johannes Schmude, Norman Bobroff, Wei Zhang, Carlo Siebenschuh, Siyuan Lu:
Change Detection from Remote Sensing to Guide OpenStreetMap Labeling. ISPRS Int. J. Geo Inf. 9(7): 427 (2020) - [c28]Theodore G. van Kessel, Levente J. Klein, Ramachandran Muralidhar, Eric J. Zhang
, Hendrik F. Hamann:
Satellite Guided Mobile Wireless Methane Detection for Oil and Gas Operations. WF-IoT 2020: 1-4 - [i5]Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann:
Event Clustering & Event Series Characterization on Expected Frequency. CoRR abs/2004.02089 (2020) - [i4]Conrad M. Albrecht, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi:
Learning and Recognizing Archeological Features from LiDAR Data. CoRR abs/2004.02099 (2020) - [i3]Wang Zhou, Shiyu Chang, Norma E. Sosa, Hendrik F. Hamann, David D. Cox:
Lifelong Object Detection. CoRR abs/2009.01129 (2020)
2010 – 2019
- 2019
- [c27]Conrad M. Albrecht
, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi:
Learning and Recognizing Archeological Features from LiDAR Data. IEEE BigData 2019: 5630-5636 - [c26]Levente J. Klein, Conrad M. Albrecht
, Wang Zhou, Carlo Siebenschuh, Sharathchandra Pankanti, Hendrik F. Hamann, Siyuan Lu:
N-dimensional geospatial data and analytics for critical infrastructure risk assessment. IEEE BigData 2019: 5637-5643 - 2018
- [j9]Levente J. Klein
, Hendrik F. Hamann, Nigel Hinds
, Supratik Guha, Luis Sanchez, Brent S. Sams
, Nick Dokoozlian
:
Closed Loop Controlled Precision Irrigation Sensor Network. IEEE Internet Things J. 5(6): 4580-4588 (2018) - [j8]Mingjian Cui
, Jie Zhang
, Bri-Mathias S. Hodge, Siyuan Lu, Hendrik F. Hamann:
A Methodology for Quantifying Reliability Benefits From Improved Solar Power Forecasting in Multi-Timescale Power System Operations. IEEE Trans. Smart Grid 9(6): 6897-6908 (2018) - [c25]Levente J. Klein, Muralindar Ramachandran, Ted van Kessel, Dhruv Nair, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa:
Wireless Sensor Networks for Fugitive Methane Emissions Monitoring in Oil and Gas Industry. ICIOT 2018: 41-48 - [c24]Theodore G. van Kessel, Ramachandran Muralidhar, Levente J. Klein, Dhruv Nair, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa:
Methane Leak Detection and Localization Using Wireless Sensor Networks for Remote Oil and Gas Operations. IEEE SENSORS 2018: 1-4 - [i2]Cong Feng, Mingjian Cui, Bri-Mathias S. Hodge, Siyuan Lu, Hendrik F. Hamann, Jie Zhang:
An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending. CoRR abs/1805.04193 (2018) - 2017
- [j7]Levente J. Klein
, Sergio A. Bermudez, Alejandro G. Schrott, Masahiko Tsukada, Paolo Dionisi-Vici
, Lucretia Kargere, Fernando J. Marianno, Hendrik F. Hamann, Vanessa López
, Marco Leona:
Wireless Sensor Platform for Cultural Heritage Monitoring and Modeling System. Sensors 17(9): 1998 (2017) - [c23]Conrad M. Albrecht
, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann:
Event clustering & event series characterization on expected frequency. IEEE BigData 2017: 4536-4541 - [c22]Theodore G. van Kessel, Ramachandran Muralidhar, Josephine B. Chang, Jun-Song Wang, Michael A. Schappert, Hendrik F. Hamann:
A low maintenance particle pollution sensing system using the Minimum Airflow Particle Counter (MAPC). IEEE BigData 2017: 4577-4582 - [c21]Levente J. Klein, Theodore G. van Kessel, Dhruv Nair, Ramachandran Muralidhar, Nigel Hinds, Hendrik F. Hamann, Norma E. Sosa:
Distributed wireless sensing for fugitive methane leak detection. IEEE BigData 2017: 4583-4591 - [c20]Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann:
Dynamic cloud motion forecasting from satellite images. CDC 2017: 3107-3112 - [i1]Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann:
Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images. CoRR abs/1710.00194 (2017) - 2016
- [j6]Ildar Khabibrakhmanov, Siyuan Lu, Hendrik F. Hamann, Kevin Warren:
On the usefulness of solar energy forecasting in the presence of asymmetric costs of errors. IBM J. Res. Dev. 60(1) (2016) - [j5]G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht
, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom
, Hendrik F. Hamann:
Toward large-scale crop production forecasts for global food security. IBM J. Res. Dev. 60(5/6): 5:1-5:11 (2016) - [j4]Huijing Jiang, Xinwei Deng, Vanessa López
, Hendrik F. Hamann:
Online Updating of Computer Model Output Using Real-Time Sensor Data. Technometrics 58(4) (2016) - [c19]Xiaoyan Shao, Siyuan Lu, Theodore G. van Kessel, Hendrik F. Hamann, Leda Daehler, Jeffrey Cwagenberg, Alan Li:
Solar irradiance forecasting by machine learning for solar car races. IEEE BigData 2016: 2209-2216 - [c18]Siyuan Lu, Xiaoyan Shao, Marcus Freitag, Levente J. Klein, Jason D. Renwick, Fernando J. Marianno, Conrad M. Albrecht
, Hendrik F. Hamann:
IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery. IEEE BigData 2016: 2672-2675 - [c17]Jason D. Renwick, Levente J. Klein
, Hendrik F. Hamann:
Drone-based reconstruction for 3D geospatial data processing. WF-IoT 2016: 729-734 - 2015
- [c16]Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht
, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann:
PAIRS: A scalable geo-spatial data analytics platform. IEEE BigData 2015: 1290-1298 - [c15]Siyuan Lu, Youngdeok Hwang, Ildar Khabibrakhmanov, Fernando J. Marianno, Xiaoyan Shao, Jie Zhang
, Bri-Mathias S. Hodge, Hendrik F. Hamann:
Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction. ECC 2015: 283-290 - [c14]Wang Zhou, Dhruv Nair, Oki Gunawan, Theodore G. van Kessel, Hendrik F. Hamann:
A testing platform for on-drone computation. ICCD 2015: 732-735 - [c13]Hendrik F. Hamann:
From Smart Sensors to Smarter Solutions with Physical Analytics. BuildSys 2015: 1 - [c12]Hendrik F. Hamann:
From Smart Sensors to Smarter Solutions with Physical Analytics. SenSys 2015: 3 - 2012
- [j3]Andreas Bieswanger, Hendrik F. Hamann, Hans-Dieter Wehle:
Energy Efficient Data Center. it Inf. Technol. 54(1): 17-23 (2012) - 2011
- [c11]Rajarshi Das, Srinivas Yarlanki, Hendrik F. Hamann, Jeffrey O. Kephart, Vanessa López:
A unified approach to coordinated energy-management in data centers. CNSM 2011: 1-5 - [c10]Bo Yang, Hendrik F. Hamann, Jeffrey O. Kephart, Stephan Barabasi:
Hotspot diagnosis on logical level. CNSM 2011: 1-5 - [c9]Wei Huang, Malcolm Allen-Ware, John B. Carter, E. N. Elnozahy, Hendrik F. Hamann, Tom W. Keller, Charles Lefurgy, Jian Li, Karthick Rajamani, Juan Rubio:
TAPO: Thermal-aware power optimization techniques for servers and data centers. IGCC 2011: 1-8 - [c8]Wael El-Essawy, Malcolm S. Ware, Alexandre Ferreira, Karthick Rajamani, Juan Rubio, Michael A. Schappert, Tom W. Keller, Hendrik F. Hamann:
Smarter data center power monitoring and management. SenSys 2011: 383-384 - 2010
- [c7]Pradip Bose, Alper Buyuktosunoglu, Chen-Yong Cher, John A. Darringer, Meeta Sharma Gupta, Hendrik F. Hamann, Hans M. Jacobson, Prabhakar Kudva, Eren Kursun, Niti Madan, Indira Nair, Jude A. Rivers, Jeonghee Shin, Alan J. Weger, Victor V. Zyuban:
Power-efficient, reliable microprocessor architectures: modeling and design methods. ACM Great Lakes Symposium on VLSI 2010: 299-304 - [c6]Rajarshi Das, Jeffrey O. Kephart, Jonathan Lenchner, Hendrik F. Hamann:
Utility-function-driven energy-efficient cooling in data centers. ICAC 2010: 61-70 - [c5]Yu Zhou, Xionghui Lu, Xu Zhong, Levente J. Klein
, Michael A. Schappert, Hendrik F. Hamann:
A tele-operative RMMT system facilitating the management of cooling and energy in data centers. ROBIO 2010: 822-827
2000 – 2009
- 2009
- [j2]Hendrik F. Hamann, Theodore G. van Kessel, Madhu Iyengar, Jen-Yao Chung, W. Hirt, Michael A. Schappert, A. Claassen, J. M. Cook, Wanli Min, Y. Amemiya, Vanessa López
, James A. Lacey, M. O'Boyle:
Uncovering energy-efficiency opportunities in data centers. IBM J. Res. Dev. 53(3): 10 (2009) - 2008
- [c4]Hendrik F. Hamann:
A Measurement-Based Method for Improving Data Center Energy Efficiency. SUTC 2008: 312-313 - 2007
- [j1]Hendrik F. Hamann, Alan J. Weger, James A. Lacey, Zhigang Hu, Pradip Bose, Erwin B. Cohen, Jamil A. Wakil:
Hotspot-Limited Microprocessors: Direct Temperature and Power Distribution Measurements. IEEE J. Solid State Circuits 42(1): 56-65 (2007) - [c3]Jeonghwan Choi, Chen-Yong Cher, Hubertus Franke, Hendrik F. Hamann, Alan J. Weger, Pradip Bose:
Thermal-aware task scheduling at the system software level. ISLPED 2007: 213-218 - [c2]Hendrik F. Hamann, Alan J. Weger, James A. Lacey, Zhigang Hu, Pradip Bose, Erwin B. Cohen, Jamil A. Wakil:
Temperature-limited microprocessors: Measurements and design implications. VLSI Design 2007: 427-432 - 2006
- [c1]Hendrik F. Hamann, Alan J. Weger, James A. Lacey, Erwin B. Cohen, Craig Atherton:
Power Distribution Measurements of the Dual Core PowerPCTM 970MP Microprocessor. ISSCC 2006: 2172-2179
Coauthor Index
aka: Ted van Kessel

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last updated on 2025-03-15 23:26 CET by the dblp team
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