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Sant'Anna - School of Advanced Studies Pisa

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Associate Professor

TeCIP Institute

Valentina Colla

Publications

Vannucci, M.; Colla, V.; Mocci, C.; Van Den Berg, F.; Fintelman, D.; Yang, H.

Prediction of steel coils mechanical properties and microstructure by using deep learning and advanced data preprocessing techniques Open new browser tab

(2021)
Iannino, V.; Colla, V.; Maddaloni, A.; Brandenburger, J.; Rajabi, A.; Wolff, A.; Ordieres, J.; Gutierrez, M.; Sirovnik, E.; Mueller, D.; Schirm, C.

Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-Based Approaches: Challenges and Perspectives Open new browser tab

(2021)
Cateni, S.; Colla, V.; Vannucci, M.

A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks Open new browser tab

(2021)
Branca, T. A.; Fornai, B.; Colla, V.; Murri, M. M.; Streppa, E.; Schroder, A. J.

Current and future aspects of the digital transformation in the European Steel Industry Open new browser tab

(2020)
Birat, J. -P.; Fick, G.; Chiappini, M.; Millet, D.; Alix, T.; Declich, A.; Kolbeinsen, L.; Colla, V.

Editorial for the special issue on: Transitions in society, energy, ecology, materials and other areas Open new browser tab

(2020)
Branca, TERESA ANNUNZIATA; Fornai, Barbara; Colla, Valentina; Maddalena Murri, Maria; Streppa, Eliana; Johannes Schröder, Antonius

The Challenge of Digitalization in the Steel Sector Open new browser tab

(2020)
Dettori, S.; Matino, I.; Colla, V.; Speets, R.

Deep Echo State Networks in Industrial Applications Open new browser tab

(2020)
Branca, T. A.; Matino, I.; Colla, V.; Petrucciani, A.; Singh, A. K. M.; Zaccara, A.; Beone, T.; De Cecco, L.; Hakala, V.; Lorito, D.; Moreira, S.; Piras, E.

Paving the way for the optimization of water consumption in the steelmaking processes: Barriers, analysis and KPIs definition Open new browser tab

(2020)
Branca, TERESA ANNUNZIATA; Colla, Valentina; Algermissen, David; Granbom, Hanna; Martini, Umberto; Morillon, Agnieska; Pietruck, Roland; Rosendahl, Sarah

Reuse and Recycling of By-Products in the Steel Sector: Recent Achievements Paving the Way to Circular Economy and Industrial Symbiosis in Europe Open new browser tab

(2020)
Colla, V.; Cateni, S.; Maddaloni, A.; Vignali, A.

A modular machine-learning-based approach to improve tensile properties uniformity along hot dip galvanized steel strips for automotive applications Open new browser tab

(2020)