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Levente J. Klein
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2020 – today
- 2024
- [c21]Ademir Ferreira da Silva, Maciel Zortea, Julian Kuehnert, Anjani Prasad Atluri, Gurkwandar Singh, Harini Srinivasan, Levente J. Klein:
Geospatial Foundational Model for Canopy Height Estimates Across Kenya's Ecoregions. IGARSS 2024: 2853-2857 - [i12]Michal Muszynski, Levente J. Klein, Ademir Ferreira da Silva, Anjani Prasad Atluri, Carlos Gomes, Daniela Szwarcman, Gurkanwar Singh, Kewen Gu, Maciel Zortea, Naomi Simumba, Paolo Fraccaro, Shraddha Singh, Steve Meliksetian, Campbell D. Watson, Daiki Kimura, Harini Srinivasan:
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation. CoRR abs/2406.19888 (2024) - 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
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
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
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
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
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
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
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
N-dimensional geospatial data and analytics for critical infrastructure risk assessment. IEEE BigData 2019: 5637-5643 - 2018
- [j4]Levente J. Klein
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
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
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
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
Drone-based reconstruction for 3D geospatial data processing. WF-IoT 2016: 729-734 - 2015
- [c2]Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht
PAIRS: A scalable geo-spatial data analytics platform. IEEE BigData 2015: 1290-1298 - 2010
- [c1]Yu Zhou, Xionghui Lu, Xu Zhong, Levente J. Klein
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
Spin-Based Quantum Dot Quantum Computing in Silicon. Quantum Inf. Process. 3(1-5): 133-146 (2004)
Coauthor Index
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