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Levente J. Klein
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2020 – today
- 2023
- [c20]Maciel Zortea, João Lucas de Sousa Almeida, Levente J. Klein, Alberto Costa Nogueira Junior:
Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data. IEEE Big Data 2023: 3830-3839 - [c19]Juan Nathaniel, Gabrielle Nyirjesy, Campbell D. Watson, Conrad M. Albrecht, Levente J. Klein:
Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network. IGARSS 2023: 1297-1300 - [c18]Ken C. L. Wong, Levente J. Klein, Ademir Ferreira da Silva, Hongzhi Wang, Jitendra Singh, Tanveer F. Syeda-Mahmood:
Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity. IGARSS 2023: 1305-1308 - [c17]Ademir Ferreira da Silva, Maciel Zortea, Alexandre Alkmim Chamon, Levente J. Klein, Ken C. L. Wong, Hongzhi Wang, Jitendra Singh:
Comparison of Biome-Specific AI Models to Estimate Biomass. IGARSS 2023: 1313-1316 - [i11]Ken C. L. Wong, Levente J. Klein, Ademir Ferreira da Silva, Hongzhi Wang, Jitendra Singh, Tanveer F. Syeda-Mahmood:
Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity. CoRR abs/2311.13016 (2023) - [i10]Takuya Kurihana, Kyongmin Yeo, Daniela Szwarcman, Bruce Elmegreen, S. Karthik Mukkavilli, Johannes Schmude, Levente J. Klein:
A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network. CoRR abs/2312.13212 (2023) - 2022
- [c16]Arka Daw, Kyongmin Yeo, Anuj Karpatne, Levente J. Klein:
Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring. IEEE Big Data 2022: 4835-4841 - [c15]Xinchao Liu, Kyongmin Yeo, Levente J. Klein, Youngdeok Hwang, Dzung Phan, Xiao Liu:
Optimal Sensor Placement for Atmospheric Inverse Modelling. IEEE Big Data 2022: 4848-4853 - [c14]Siddesh Nageswaran, Ramachandran Muralidhar, Theodore G. van Kessel, Levente J. Klein:
Source Localization and Bayesian leak magnitude inference of sparse wireless sensor data to detect fugitive methane leak. IEEE Big Data 2022: 4868-4875 - [c13]Ademir Ferreira da Silva, Juan Nathaniel, Ken C. L. Wong, Campbell D. Watson, Hongzhi Wang, Jitendra Singh, Alexandre Alkmim Chamon, Levente J. Klein:
NetZeroCO2, an AI framework for accelerated nature-based carbon sequestration. IEEE Big Data 2022: 4881-4887 - [c12]Conrad M. Albrecht
, Chenying Liu, Yi Wang
, Levente J. Klein, Xiao Xiang Zhu:
Monitoring Urban Forests from Auto-Generated Segmentation MAPS. IGARSS 2022: 5977-5980 - [i9]Conrad M. Albrecht, Fernando J. Marianno, Levente J. Klein:
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning. CoRR abs/2202.00067 (2022) - [i8]Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu:
Monitoring Urban Forests from Auto-Generated Segmentation Maps. CoRR abs/2206.06948 (2022) - [i7]Juan Nathaniel, Levente J. Klein, Campbell D. Watson, Gabrielle Nyirjesy, Conrad M. Albrecht
:
Aboveground carbon biomass estimate with Physics-informed deep network. CoRR abs/2210.13752 (2022) - [i6]Arka Daw, Kyongmin Yeo, Anuj Karpatne, Levente J. Klein:
Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring. CoRR abs/2211.00864 (2022) - 2021
- [c11]Conrad M. Albrecht
, Fernando J. Marianno, Levente J. Klein:
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning. IEEE BigData 2021: 1779-1786 - [i5]Levente J. Klein, Wang Zhou, Conrad M. Albrecht:
Quantification of Carbon Sequestration in Urban Forests. CoRR abs/2106.00182 (2021) - [i4]Chulin Wang, Kyongmin Yeo, Xiao Jin, Andrés Codas, Levente J. Klein, Bruce Elmegreen:
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process. CoRR abs/2111.04639 (2021) - 2020
- [j7]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) - [j6]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) - [c10]Wang Zhou, Levente J. Klein, Siyuan Lu:
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data. IEEE BigData 2020: 1755-1763 - [c9]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 - [i3]Wang Zhou, Levente J. Klein:
Monitoring the Impact of Wildfires on Tree Species with Deep Learning. CoRR abs/2011.02514 (2020) - [i2]Chulin Wang
, Eloisa Bentivegna, Wang Zhou, Levente J. Klein, Bruce Elmegreen:
Physics-Informed Neural Network Super Resolution for Advection-Diffusion Models. CoRR abs/2011.02519 (2020) - [i1]Wang Zhou, Levente J. Klein, Siyuan Lu:
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data. CoRR abs/2012.06907 (2020)
2010 – 2019
- 2019
- [j5]Eric J. Zhang
, Chu C. Teng, Theodore G. van Kessel, Levente J. Klein
, Ramachandran Muralidhar, Gerard Wysocki, William M. J. Green:
Field Deployment of a Portable Optical Spectrometer for Methane Fugitive Emissions Monitoring on Oil and Gas Well Pads. Sensors 19(12): 2707 (2019) - [c8]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
- [j4]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) - [c7]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 - [c6]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 - 2017
- [j3]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) - [c5]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 - 2016
- [j2]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) - [c4]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 - [c3]Jason D. Renwick, Levente J. Klein
, Hendrik F. Hamann:
Drone-based reconstruction for 3D geospatial data processing. WF-IoT 2016: 729-734 - 2015
- [c2]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 - 2010
- [c1]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
- 2004
- [j1]Mark A. Eriksson, Mark Friesen
, Susan N. Coppersmith
, Robert Joynt, Levente J. Klein, Keith Slinker, Charles Tahan, P. M. Mooney, Jack O. Chu, S. J. Koester:
Spin-Based Quantum Dot Quantum Computing in Silicon. Quantum Inf. Process. 3(1-5): 133-146 (2004)
Coauthor Index
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