Registration

Welcome

High energy physics refresher: the SM, new physics and the LHC

• Deepak Kar (University of the Witwatersrand (ZA))

Refresher on scientific computing: Python and working on a terminal

• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

TUTORIAL: Docker trial run, and basic Bash and Python

• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

TUTORIAL: Monte Carlo integration using Python

Data analysis in HEP

• Jonathan Butterworth (UCL)

Refresher: C++ programming

• Caterina Doglioni (University of Manchester (GB))

TUORIAL: C++

• Caterina Doglioni (University of Manchester (GB))

TUTORIAL: C++

• Caterina Doglioni (University of Manchester (GB))

Statistics for HEP 1

• James Michael Keaveney (University of Cape Town (ZA))

Statistics for HEP 1

• James Michael Keaveney (University of Cape Town (ZA))

Coding Challenge: Searching for the 'X' boson in a toy analysis

• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

Coding Challenge: Searching for the 'X' boson in a toy analysis

• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

Coding Challenge: Searching for the 'X' boson in a toy analysis

• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

Statistics for HEP 2

• James Michael Keaveney (University of Cape Town (ZA))

Overview of machine learning techniques

• David Rousseau (IJCLab-Orsay)

TUTORIAL: Boosted Decision Tree and generic Machine Learning diagnostics for HEP

• David Rousseau (IJCLab-Orsay)

Fundamentals of MC Generation (Part I)

• Andy Buckley (University of Glasgow (GB))

Funamentals of MC Generation (Part II)

• Benjamin Fuks

Designing measurements for the LHC

• Jonathan Butterworth (UCL)

Tutorial: Monte Carlo Event Generation (Part I)

• Benjamin Fuks
• Andy Buckley (University of Glasgow (GB))

Tutorial: More diagnostics and Neural Networks for HEP

• David Rousseau (IJCLab-Orsay)

Advanced ML for HEP

• David Rousseau (IJCLab-Orsay)

Machine Learning synergies with business and industry

• Caterina Doglioni (University of Manchester (GB))

Career Development Q&A session with the lecturers

• Caterina Doglioni (University of Manchester (GB))

Welcome back: welcome by Wits VC Prof. Zeblon Vilakazi

Data/MC comparisons and Generator Tuning

• Andy Buckley (University of Glasgow (GB))

Monte Carlo Event Generation for Heavy Ions

• Isobel Kolbe (IGFAE)

Re-interpretations to exclude new physics: Searches

• Benjamin Fuks

Re-interpretation to exclude new physics: measurements

• Jonathan Butterworth (UCL)

Generating BSM physics events

• Benjamin Fuks

TUTORIAL: Rivet/CONTUR

• Jonathan Butterworth (UCL)
• Andy Buckley (University of Glasgow (GB))

Supervised vs Unsupervised learning

• Ana Peixoto (University of Washington (US))

Challenges in HEP: Monte Carlo Event Generation

• Andy Buckley (University of Glasgow (GB))

Challenges in HEP: Lessons learnt from the LHC

• Deepak Kar (University of the Witwatersrand (ZA))

TUTORIAL: Anomaly detection and clustering (part 1)

• Ana Peixoto (University of Washington (US))
• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

TUTORIAL: Anomaly detection and clustering (part 2)

• Ana Peixoto (University of Washington (US))
• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

Validation and Hyper-Parameters in ML

• Ana Peixoto (University of Washington (US))

Challenges in HEP: Machine Learning

• Ana Peixoto (University of Washington (US))

Coding Challenge: X boson continued

Coding Challenge: X boson continued

Coding Challenge: X boson continued

• Louie Dartmoor Corpe (Laboratoire de Physique de Clermont (LPC))

Novel computing hardwares in HEP

• Heather Gray (UC Berkeley/LBNL)

Quantum Computing basics

• Francesco Petruccione (Stellenbosch)

TUTORIAL: Quantum Computing basics

• Francesco Petruccione (Stellenbosch)
• Omid Hassasfar (Stellenbosch)

TUTORIAL: Quantum Computing basics

• Omid Hassasfar (Stellenbosch)
• Francesco Petruccione (Stellenbosch)

SOCIAL: Farewell Dinner at Mike's

Quantum Computing applications

• Francesco Petrucionne (Stellenbosch)

Novel computing hardwares in HEP (Part 2)

• Heather Gray (UC Berkeley/LBNL)

Farewell and close-out