Optimizing TimePickup Algorithms in Radiation Detectors with a

Optimizing Time-Pickup Algorithms in Radiation Detectors with a Genetic Algorithm V. Sánchez-Tembleque*, V. Vedia, L. M. Fraile, J. M. Udías 1 Grupo de Física Nuclear, Dpto. Física Atómica, Molecular y Nuclear, Universidad Complutense de Madrid, CEI Moncloa, Spain HOW WE FOUND THE BEST RESULT? LET YOUR COMPUTER DO IT FOR YOU USING A GENETIC ALGORITHM TWO POSSIBLE WAYS RESULTS Method Conventional CFD-TAC In silico CFD Na-22 Optimization of well known time algorithms DIGITAL CFD IMPLANTATION IMPROVE 7% CONVENTIONAL SET UP. MACHINE LEARNING FILTER CAN EVEN IMPROVE IT 15%. Machine Learned Filter Developing a rather general digital filter

Optimizing Time-Pickup Algorithms in Radiation Detectors with a Genetic Algorithm V. Sánchez-Tembleque*, V. Vedia, L. M. Fraile, J. M. Udías 1 Grupo de Física Nuclear, Dpto. Física Atómica, Molecular y Nuclear, Universidad Complutense de Madrid, CEI Moncloa, Spain HOW WE FOUND THE BEST RESULT? LET YOUR COMPUTER DO IT FOR YOU USING A GENETIC ALGORITHM TWO POSSIBLE WAYS RESULTS Method Conventional CFD-TAC In silico CFD Na-22 Optimization of well known time algorithms DIGITAL CFD IMPLANTATION IMPROVE 7% CONVENTIONAL SET UP. MACHINE LEARNING FILTER CAN EVEN IMPROVE IT 15%. Machine Learned Filter Developing a rather general digital filter