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M

Matteo Pozzi

carnegie mellon university

23H-index
157Paper Count
1.8KCitation Count
Published Papers 24
Publication Date
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Information avoidance and overvaluation in sequential decision making under epistemic constraints
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-07-02
err0
errOAAI
errShuo Li; Matteo Pozzi
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errSave
A Kinetic Phase-Field Model of Diffusion Bonding: A Nonlocal Approach to Interface Coalescence
errJOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME
IF2.8
err2026-03-01
err0
PREAI
errKhodadad, Maryam; Walkington, Noel; Kalyanam, Suresh; Pozzi, Matteo; Dayal, Kaushik
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errSave
Value of probabilistic spatiotemporal urban temperature forecasts for building energy purchases in day-ahead market
errEnergy and Buildings
IF7.1
err2026-01-17
err0
errOAAI
errByeongseong Choi; Mario Bergés; Matteo Pozzi
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errSave
Uncertainty quantification of building energy use using a probabilistic spatiotemporal model of urban temperature
errEnergy and Buildings
IF7.1
err2025-07-17
err0
errOAAI
errByeongseong Choi; Mario Bergés; Matteo Pozzi
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errSave
Impact of gas/liquid phase change of CO 2 during injection for sequestration
errJournal of the Mechanics and Physics of Solids
IF6
err2025-06-18
err0
errOAAI
errMina Karimi; Elizabeth S. Cochran; Mehrdad Massoudi; Noel Walkington; Matteo Pozzi; Kaushik Dayal
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Investigating the mechanisms underlying resistance to chemoterapy and to CRISPR-Cas9 in cancer cell lines
errSCIENTIFIC REPORTS
IF3.9
err2024-03-05
err3
errOAAI
errTomasi, Francesca; Pozzi, Matteo; Lauria, Mario
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Predicting the Evolution of Controlled Systems Modeled by Finite Markov Processes
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2022-03-01
err2
errOAAI
errLi, Shuo; Pozzi, Matteo
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errSave
Energetic formulation of large-deformation poroelasticity
errINTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
IF3.6
err2022-01-10
err8
errOAAI
errKarimi, Mina; Massoudi, Mehrdad; Walkington, Noel; Pozzi, Matteo; Dayal, Kaushik
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errSave
Optimal inspection of binary systems via Value of Information analysis
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-01-01
err11
errOAAI
errLin, Chaochao; Song, Junho; Pozzi, Matteo
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errSave
Information avoidance and overvaluation under epistemic constraints: Principles and implications for regulatory policies
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2020-05-01
err7
errOAAI
errPozzi, Matteo; Malings, Carl; Minca, Andreea
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errSave
Model-free reinforcement learning with model-based safe exploration: Optimizing adaptive recovery process of infrastructure systems
errSTRUCTURAL SAFETY
IF6.3
err2019-09-01
err27
errOAAI
errMemarzadeh, Milad; Pozzi, Matteo
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errSave
Submodularity issues in value-of-information-based sensor placement
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2019-03-01
err21
PREAI
errMalings, C.; Pozzi, M.
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errSave
A graphical approach to assess the detectability of multiple simultaneous faults in air handling units
errENERGY AND BUILDINGS
IF7.1
err2019-02-01
err8
PREAI
errVelibeyoglu, Irem; Noh, Hae Young; Pozzi, Matteo
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errSave
Surface heat assessment for developed environments: Optimizing urban temperature monitoring
errBUILDING AND ENVIRONMENT
IF7.6
err2018-08-01
err14
errOAAI
errMalings, Carl; Pozzi, Matteo; Klima, Kelly; Berges, Mario; Bou-Zeid, Elie; Ramamurthy, Prathap
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errSave
Value-of-information in spatio-temporal systems: Sensor placement and scheduling
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2018-04-01
err32
PREAI
errMalings, C.; Pozzi, M.
errShare
errSave
Bayesian calibration of building energy models with large datasets
errENERGY AND BUILDINGS
IF7.1
err2017-11-01
err91
errOAAI
errChong, Adrian; Lam, Khee Poh; Pozzi, Matteo; Yang, Junjing
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errSave
Surface heat assessment for developed environments: Probabilistic urban temperature modeling
errCOMPUTERS ENVIRONMENT AND URBAN SYSTEMS
IF8.3
err2017-11-01
err18
errOAAI
errMalings, Carl; Pozzi, Matteo; Klima, Kelly; Berges, Mario; Bou-Zeid, Elie; Ramamurthy, Prathap
errShare
errSave
Value of information for spatially distributed systems: Application to sensor placement
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2016-10-01
err57
PREAI
errMalings, Carl; Pozzi, Matteo
errShare
errSave
Value of information in sequential decision making: Component inspection, permanent monitoring and system-level scheduling
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2016-10-01
err36
PREAI
errMemarzadeh, Milad; Pozzi, Matteo
errShare
errSave
Hierarchical modeling of systems with similar components: A framework for adaptive monitoring and control
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2016-09-01
err53
PREAI
errMemarzadeh, Milad; Pozzi, Matteo; Kolter, J. Zico
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
李
李硕 (Shuo Li)
H-index: 84 · Papers: 2.5K
A
Armen Der Kiureghian
H-index: 73 · Papers: 339
E
Elie Bou‐Zeid
H-index: 59 · Papers: 397
J
J. Zico Kolter
H-index: 55 · Papers: 257
J
Junho Song
H-index: 48 · Papers: 345
View more