Search Results - "Beling, A"

Ultra-fast germanium photodiode with 3-dB bandwidth of 265 GHz by Lischke, S., Peczek, A., Morgan, J. S., Sun, K., Steckler, D., Yamamoto, Y., Korndörfer, F., Mai, C., Marschmeyer, S., Fraschke, M., Krüger, A., Beling, A., Zimmermann, L.

“…On a scalable silicon technology platform, we demonstrate photodetectors matching or even surpassing state-of-the-art III–V devices. As key components in…”
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InP-Based High-Speed Photodetectors by Beling, A., Campbell, J.C.

“…This paper provides an overview on recent advances of InP-based photodetectors for high-speed fiber-optic applications, with emphasis on evanescently coupled…”
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Feature Selection for Hidden Markov Models and Hidden Semi-Markov Models by Adams, Stephen, Beling, Peter A., Cogill, Randy

“…In this paper, a joint feature selection and parameter estimation algorithm is presented for hidden Markov models (HMMs) and hidden semi-Markov models (HSMMs)…”
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Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning by Bowes, Benjamin D., Tavakoli, Arash, Wang, Cheng, Heydarian, Arsalan, Behl, Madhur, Beling, Peter A., Goodall, Jonathan L.

“…Abstract Flooding in coastal cities is increasing due to climate change and sea-level rise, stressing the traditional stormwater systems these communities rely…”
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Modeling law search as prediction by Dadgostari, Faraz, Guim, Mauricio, Beling, Peter A., Livermore, Michael A., Rockmore, Daniel N.

“…Law search is fundamental to legal reasoning and its articulation is an important challenge and open problem in the ongoing efforts to investigate legal…”
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Deep-Learning-Based Digitization of Protein-Self-Assembly to Print Biodegradable Physically Unclonable Labels for Device Security by Pradhan, Sayantan, Rajagopala, Abhi D., Meno, Emma, Adams, Stephen, Elks, Carl R., Beling, Peter A., Yadavalli, Vamsi K.

“…The increasingly pervasive problem of counterfeiting affects both individuals and industry. In particular, public health and medical fields face threats to…”
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On the Practical Art of State Definitions for Markov Decision Process Construction by Scherer, William T., Adams, Stephen, Beling, Peter A.

“…Many problems faced by decision makers today involve the management of large scale, complex systems that can be modeled as state-based control problems,…”
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O‐05: INVESTIGATIONS OF KIDNEY DYSFUNCTION‐RELATED GENE VARIANTS IN SICKLE CELL DISEASE PATIENTS IN CAMEROON (SUB‐SAHARAN AFRICA) by V., NGO BITOUNGUI, A., BELING, A., KHUTHAL, V., NEMBAWARE, R., ESSOMBA, SACK, NGO, G., AWANDARE, G., MAZANDU, A., WONKAM

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A survey of inverse reinforcement learning by Adams, Stephen, Cody, Tyler, Beling, Peter A.

“…Learning from demonstration, or imitation learning, is the process of learning to act in an environment from examples provided by a teacher. Inverse…”
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Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems by Su, Jianyu, Huang, Jing, Adams, Stephen, Chang, Qing, Beling, Peter A.

“…Designing preventive maintenance (PM) policies that ensure smooth and efficient production for large-scale manufacturing systems is non-trivial. Recent…”
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Deep Reinforcement Learning with Uncertain Data for Real-Time Stormwater System Control and Flood Mitigation by Saliba, Sami M., Bowes, Benjamin D., Adams, Stephen, Beling, Peter A., Goodall, Jonathan L.

“…Flooding in many areas is becoming more prevalent due to factors such as urbanization and climate change, requiring modernization of stormwater infrastructure…”
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High-Linearity Uni-Traveling-Carrier Photodiodes by Huapu Pan, Beling, A., Campbell, J.C.

“…The third-order intermodulation distortions of an InGaAs-InP charge-compensated uni-traveling-carrier photodiode are characterized using both two-tone and…”
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A survey of feature selection methods for Gaussian mixture models and hidden Markov models by Adams, Stephen, Beling, Peter A.

“…Feature selection is the process of reducing the number of collected features to a relevant subset of features and is often used to combat the curse of…”
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A Systems Theory of Transfer Learning by Cody, Tyler, Beling, Peter A.

“…Existing frameworks for transfer learning are incomplete from a systems theoretic perspective. They place emphasis on notions of domain and task, and neglect…”
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Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games by Lin, Xiaomin, Adams, Stephen C., Beling, Peter A.

“…This paper addresses the problem of multi-agent inverse reinforcement learning (MIRL) in a two-player general-sum stochastic game framework. Five variants of…”
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Measurement and Modeling of a High-Linearity Modified Uni-Traveling Carrier Photodiode by Beling, A., Pan, H., Hao Chen, Campbell, J.C.

“…The third-order intermodulation distortions of an InGaAs-InP charge compensated modified uni-traveling carrier photodiode (PD) are characterized using a…”
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A Method to Estimate the Junction Temperature of Photodetectors Operating at High Photocurrent by Hao Chen, Beling, A., Pan, H., Campbell, J.C.

“…A method to estimate the junction temperature while operating at high photocurrent levels is presented. The relative responsivity change is measured at high…”
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High-Power Monolithically Integrated Traveling Wave Photodiode Array by Beling, A., Hao Chen, Huapu Pan, Campbell, J.C.

“…A novel traveling wave photodiode array (TWPDA) based on back-illuminated InGaAs-InP charge compensated modified uni-traveling carrier photodiodes is…”
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Multiagent Inverse Reinforcement Learning for Two-Person Zero-Sum Games by Lin, Xiaomin, Beling, Peter A., Cogill, Randy

“…The focus of this paper is a Bayesian framework for solving a class of problems termed multiagent inverse reinforcement learning (MIRL). Compared to the…”
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Adaptive Multi-scale Prognostics and Health Management for Smart Manufacturing Systems by Choo, Benjamin Y, Adams, Stephen C, Weiss, Brian A, Marvel, Jeremy A, Beling, Peter A

“…The Adaptive Multi-scale Prognostics and Health Management (AM-PHM) is a methodology designed to enable PHM in smart manufacturing systems. In application, PHM…”
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