Gianluca Lombardini

Gianluca Lombardini

Doctor Student, 3rd year

Short C.V.

  • 2022–

    PhD candidate, The University of Tokyo

  • 2022

    Internship Engineering Science & Technology, Roche, Switzerland

  • 2021

    Internship Process Engineering, Janssen-Cilag, Switzerland

  • 2020–2022

    MSc Chemical and Bioengineering, ETH Zurich, Switzerland

  • 2016–2020

    BSc Chemical Engineering, ETH Zurich, Switzerland

Mail
g-lombardini@pse.t.u-tokyo.ac.jp
TEL
26876 (Add the last 4 digits to +81-3-5841.)

Research

Utilizing production data to increase efficiency and operational robustness in drug product manufacturing. Collaboration with F. Hoffmann-La Roche in Switzerland.

Publication

  1. Gianluca Lombardini, Sara Badr, Christian Schmid, Stephanie Knüppel, Hirokazu Sugiyama
    "Anomaly detection for drug product manufacturing considering data limitations and shifts: A case study on industrial freeze-dryers"
    Computers & Chemical Engineering, 198, 109106 (2025)

Conferences

  1. Gianluca Lombardini, Sara Badr, Christian Schmid, Stephanie Knüppel, Hirokazu Sugiyama, "Enhancing data-ariven anomaly detection in biopharmaceutical manufacturing through domain adaptation and machine learning: A case study on industrial freeze-dryers", Poster, 2024 AIChE Annual Meeting, 27-31 october 2024, San Diego Convention Center, Hilton San Diego Bayfront, U.S.A.
  2. Gianluca Lombardini, Mohamed Rami Gaddem, Stephanie Knueppel, Sara Badr, Hirokazu Sugiyama, "Data-driven diagnostics of variability during changeover in biopharmaceutical freeze-drying", Oral, ESCAPE34-PSE24, 2-6 June 2024, Palazzo dei Congressi -Villa Vittoria, Florence, Italy