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08:30
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Registration
()
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09:00
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Welcome
()
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09:20
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High energy physics refresher: the SM, new physics and the LHC
-
Deepak Kar
(University of the Witwatersrand (ZA))
()
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10:30
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BREAK
(until 11:00)
()
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11:00
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Refresher on scientific computing: Python and working on a terminal
- Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
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09:00
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Data analysis in HEP
-
Jonathan Butterworth
(UCL)
()
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10:30
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BREAK
(until 11:00)
()
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11:00
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Refresher: C++ programming
-
Caterina Doglioni
(University of Manchester (GB))
()
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09:00
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Statistics for HEP 1
-
James Michael Keaveney
(University of Cape Town (ZA))
()
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10:30
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BREAK
(until 11:00)
()
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11:00
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Statistics for HEP 1
-
James Michael Keaveney
(University of Cape Town (ZA))
()
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11:45
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Coding Challenge: Searching for the 'X' boson in a toy analysis
- Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
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|
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09:00
|
Statistics for HEP 2
-
James Michael Keaveney
(University of Cape Town (ZA))
()
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10:30
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BREAK
(until 11:00)
()
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11:00
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Overview of machine learning techniques
-
David Rousseau
(IJCLab-Orsay)
()
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09:00
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Funamentals of MC Generation (Part II)
-
Benjamin Fuks
()
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10:30
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BREAK
(until 11:00)
()
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11:00
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Designing measurements for the LHC
-
Jonathan Butterworth
(UCL)
()
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09:30
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Advanced ML for HEP
-
David Rousseau
(IJCLab-Orsay)
()
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11:00
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BREAK
(until 11:30)
()
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11:30
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Machine Learning synergies with business and industry
-
Caterina Doglioni
(University of Manchester (GB))
()
|
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05:00
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SOCIAL
(until 15:00)
()
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09:00
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Welcome back: welcome by Wits VC Prof. Zeblon Vilakazi
()
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09:20
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Data/MC comparisons and Generator Tuning
-
Andy Buckley
(University of Glasgow (GB))
()
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09:50
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Monte Carlo Event Generation for Heavy Ions
- Dr
Isobel Kolbe
(IGFAE)
()
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10:35
|
BREAK
(until 11:00)
()
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11:00
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Re-interpretations to exclude new physics: Searches
-
Benjamin Fuks
()
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11:45
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Re-interpretation to exclude new physics: measurements
-
Jonathan Butterworth
(UCL)
()
|
|
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09:00
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Supervised vs Unsupervised learning
-
Ana Peixoto
(University of Washington (US))
()
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10:30
|
BREAK
(until 11:00)
()
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11:00
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Challenges in HEP: Monte Carlo Event Generation
-
Andy Buckley
(University of Glasgow (GB))
()
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11:45
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Challenges in HEP: Lessons learnt from the LHC
-
Deepak Kar
(University of the Witwatersrand (ZA))
()
|
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09:00
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Validation and Hyper-Parameters in ML
-
Ana Peixoto
(University of Washington (US))
()
|
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09:45
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Challenges in HEP: Machine Learning
-
Ana Peixoto
(University of Washington (US))
()
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10:30
|
BREAK
(until 11:00)
()
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11:00
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Coding Challenge: X boson continued
()
|
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09:00
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Novel computing hardwares in HEP
-
Heather Gray
(UC Berkeley/LBNL)
()
|
|
10:30
|
BREAK
(until 11:00)
()
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11:00
|
Quantum Computing basics
- Prof.
Francesco Petruccione
(Stellenbosch)
()
|
|
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09:00
|
Quantum Computing applications
- Prof.
Francesco Petrucionne
(Stellenbosch)
()
|
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10:30
|
BREAK
(until 11:00)
()
|
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11:00
|
Novel computing hardwares in HEP (Part 2)
-
Heather Gray
(UC Berkeley/LBNL)
()
|
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12:30
|
BREAK
(until 13:30)
()
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13:30
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TUTORIAL: Docker trial run, and basic Bash and Python
- Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
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15:00
|
BREAK
(until 15:15)
()
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15:15
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TUTORIAL: Monte Carlo integration using Python
()
|
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12:30
|
BREAK
(until 13:30)
()
|
|
13:30
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TUORIAL: C++
-
Caterina Doglioni
(University of Manchester (GB))
()
|
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15:00
|
BREAK
(until 15:15)
()
|
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15:15
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TUTORIAL: C++
-
Caterina Doglioni
(University of Manchester (GB))
()
|
|
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12:30
|
BREAK
(until 13:30)
()
|
|
13:30
|
Coding Challenge: Searching for the 'X' boson in a toy analysis
- Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
|
|
15:00
|
BREAK
(until 15:15)
()
|
|
15:15
|
Coding Challenge: Searching for the 'X' boson in a toy analysis
- Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
|
|
19:00
|
SOCIAL
(until 21:00)
()
|
|
|
12:30
|
BREAK
(until 13:30)
()
|
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13:30
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TUTORIAL: Boosted Decision Tree and generic Machine Learning diagnostics for HEP
-
David Rousseau
(IJCLab-Orsay)
()
|
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15:00
|
BREAK
(until 15:15)
()
|
|
15:15
|
Fundamentals of MC Generation (Part I)
-
Andy Buckley
(University of Glasgow (GB))
()
|
|
|
12:30
|
BREAK
(until 13:30)
()
|
|
13:30
|
Tutorial: Monte Carlo Event Generation (Part I)
-
Benjamin Fuks
Andy Buckley
(University of Glasgow (GB))
()
|
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15:00
|
BREAK
(until 15:15)
()
|
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15:15
|
Tutorial: More diagnostics and Neural Networks for HEP
-
David Rousseau
(IJCLab-Orsay)
()
|
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12:15
|
Career Development Q&A session with the lecturers
-
Caterina Doglioni
(University of Manchester (GB))
()
|
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13:00
|
SOCIAL
(until 17:00)
()
|
|
|
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12:30
|
BREAK
(until 13:30)
()
|
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13:30
|
Generating BSM physics events
-
Benjamin Fuks
()
|
|
15:00
|
BREAK
(until 15:15)
()
|
|
15:15
|
TUTORIAL: Rivet/CONTUR
-
Jonathan Butterworth
(UCL)
Andy Buckley
(University of Glasgow (GB))
()
|
|
|
12:30
|
BREAK
(until 13:30)
()
|
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13:30
|
TUTORIAL: Anomaly detection and clustering (part 1)
-
Ana Peixoto
(University of Washington (US)) Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
|
|
15:00
|
BREAK
(until 15:15)
()
|
|
15:15
|
TUTORIAL: Anomaly detection and clustering (part 2)
-
Ana Peixoto
(University of Washington (US)) Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
|
|
|
12:30
|
BREAK
(until 13:30)
()
|
|
13:30
|
Coding Challenge: X boson continued
()
|
|
15:00
|
BREAK
(until 15:15)
()
|
|
15:15
|
Coding Challenge: X boson continued
- Dr
Louie Dartmoor Corpe
(Laboratoire de Physique de Clermont (LPC))
()
|
|
|
12:30
|
BREAK
(until 13:30)
()
|
|
13:30
|
TUTORIAL: Quantum Computing basics
- Prof.
Francesco Petruccione
(Stellenbosch)
Omid Hassasfar
(Stellenbosch)
()
|
|
15:00
|
BREAK
(until 15:15)
()
|
|
15:15
|
TUTORIAL: Quantum Computing basics
-
Omid Hassasfar
(Stellenbosch) Prof.
Francesco Petruccione
(Stellenbosch)
()
|
|
18:00
|
SOCIAL: Farewell Dinner at Mike's
()
|
|
|
12:30
|
Farewell and close-out
()
|
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13:00
|
BREAK
(until 14:00)
()
|
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