ENBIS-22 Trondheim Conference

Session

CONTRIBUTED Process 3 + Economics

28 Jun 2022, 16:30

EL5

Conveners

CONTRIBUTED Process 3 + Economics

• Murat Kulahci (DTU)

45. On distribution distance in a transfer learning context for virtual metrology

Rebecca Clain (Mines Saint Etienne)

28/06/2022, 16:30

Process

In semiconductor manufacturing, Virtual Metrology (VM) refers to the task performed to predict post-process metrology variables based on machine settings and sensor data. To improve the efficiency of a VM system, the paradigm of transfer learning is used to leverage the knowledge extracted when exploiting a source domain of a source task, by applying it to a new task and/or new domain. The...

33. Petroleum Exploration, Debt and Firm Financing: Evidence from Norway

Johannes Mauritzen (Norwegian University of Science and Technology)

28/06/2022, 17:10

Economics

Exploratory well-bore drilling is fundamental to future oil and gas supplies. It is also a highly financially risky investment. While a large literature exists estimating the relationship between oil prices and drilling activity, the mechanism behind this relationship clearly relates to decision making at the firm level and in turn the financial state of individual firms. However, there has...