Physicist CV — page 1

Elena

Voss

German

Native

English

Fluent

(

C

2)

French

Working

(

B

2)

Italian

Basic

(

A

2)

PROFILE

Experimental

physicist

with

eight

years

of

experience

in

high

-

energy

collider

physics

at

the

LHC

.

Led

detector

commissioning

and

data

analysis

for

the

ATLAS

experiment

,

resulting

in

22

peer

-

reviewed

publications

.

Expertise

in

radiation

-

hard

detector

design

,

trigger

systems

,

and

large

-

scale

statistical

analysis

.

Passionate

about

translating

fundamental

research

methods

into

applied

sensing

technologies

.

EXPERIENCE

Postdoctoral

Researcher

CERN

,

Geneva

—

ATLAS

Collaboration

2021 –

present

Designed

and

deployed

a

radiation

-

tolerant

silicon

pixel

module

for

the

ATLAS

Inner

Tracker

upgrade

,

achieving

98%

hit

efficiency

at

5×10¹

⁵

n

_

eq

/

cm

²

fluence

.

Developed

a

graph

-

neural

-

network

-

based

track

trigger

algorithm

that

reduced

fake

track

rate

by

73%

at

constant

efficiency

,

now

part

of

the

Phase

-

II

trigger

upgrade

.

Led

the

data

quality

monitoring

shift

team

for

8

months

,

responsible

for

real

-

time

anomaly

detection

across

100

M

detector

channels

.

Coordinated

a

production

campaign

of

2,400

pixel

modules

across

12

institutes

,

delivering

6

weeks

ahead

of

schedule

.

PhD

Research

Fellow

Max

Planck

Institute

for

Physics

,

Munich

—

ATLAS

Collaboration

2016 – 2021

Performed

the

first

differential

cross

-

section

measurement

of

tWZ

production

at

√

s

= 13

TeV

using

139

fb

⁻

¹

of

LHC

data

,

achieving

5.2

σ

significance

.

Built

a

custom

fast

-

simulator

for

the

ATLAS

electromagnetic

calorimeter

(

CPU

time

reduced

by

factor

400)

enabling

large

-

scale

systematic

uncertainty

studies

.

Developed

a

Boosted

Decision

Tree

(

BDT

)

event

classifier

for

multi

-

lepton

final

states

,

improving

signal

significance

by

35%

over

cut

-

based

methods

.

Designed

and

tested

a

low

-

noise

front

-

end

ASIC

for

the

High

-

Granularity

Timing

Detector

;

noise

figure

below

0.5

fC

at

1

ns

shaping

time

.

Summer

Student

—

Detector

R

&

D

Fermi

National

Accelerator

Laboratory

,

Batavia

IL

Summer

2015

Characterized

silicon

photomultiplier

arrays

for

a

dual

-

phase

liquid

argon

TPC

prototype

;

achieved

single

-

photon

resolution

at

175

K

.

Built

a

LabVIEW

-

based

DAQ

for

a

64-

channel

PMT

readout

system

;

data

rate

of

2

GB

/

s

sustained

.

EDUCATION

PhD

in

Physics

Ludwig

Maximilian

University

of

Munich

2016 – 2021

EXPERIMENTAL

PHYSICIST



elena

.

voss

@

cern

.

ch

+41 22 767 34 81



CERN

, 1211

Geneva

23,

Switzerland



orcid

.

org

/0000-0002-1456-

8901



github

.

com

/

evoss

-

phys

SPECIALIZAT IO N

High

-

Energy

Physics

Detector

Physics

Data

Analysis

&

ML

Monte

Carlo

Simulations

T ECHNICAL

SKILLS

ROOT

,

Geant

4,

MadGraph

Python

,

C

++,

CUDA

TensorFlow

,

PyTorch

,

Scikit

-

learn

FPGA

firmware

(

VHDL

,

Verilog

)

LabVIEW

,

COMSOL

Multiphysics

Linux

,

HPC

,

SLURM

,

Docker

LANGUAGES

RESEARCH

INT EREST S

Beyond

Standard

Model

physics

,

dark

matter

direct

detection

,

liquid

argon

TPCs

,

silicon

pixel

detectors

,

real

-

time

data

triggering

,

anomaly

detection

with

graph

neural

networks

.

1 / 2

Physicist CV — page 2

Thesis

: "

Electroweak

Multi

-

Boson

Production

in

Proton

-

Proton

Collisions

at

the

ATLAS

Experiment

" —

summa

cum

laude

MSc

in

Physics

ETH

Zurich

2014 – 2016

Thesis

: "

Simulation

of

Charge

Transport

in

Radiation

-

Damaged

Silicon

Sensors

" —

GPA

5.6/6.0

BSc

in

Physics

University

of

Zurich

2011 – 2014

SELECTED

PUBLICATIONS

E

.

Voss

,

A

.

Kruse

,

M

.

Tanaka

et

al

.

"

Search

for

heavy

neutral

leptons

in

same

-

sign

dilepton

final

states

with

the

ATLAS

detector

."

J

.

High

Energ

.

Phys

. 07, 145 (2025).

E

.

Voss

,

L

.

Berger

,

S

.

Choi

et

al

.

"

Graph

neural

network

track

filtering

for

the

ATLAS

Phase

-

II

trigger

."

Nucl

.

Instrum

.

Methods

A

1075, 169342 (2025).

ATLAS

Collaboration

(

E

.

Voss

as

corresponding

author

).

"

Observation

of

tWZ

production

in

pp

collisions

at

√

s

= 13

TeV

."

Phys

.

Rev

.

Lett

. 132, 051801

(2024).

E

.

Voss

,

R

.

Patel

,

J

.

Kowalski

.

"

A

fast

simulation

framework

for

the

ATLAS

liquid

-

argon

calorimeter

using

generative

adversarial

networks

."

Comput

.

Softw

.

Big

Sci

. 7, 11 (2023).

ATLAS

Collaboration

(

E

.

Voss

editor

).

"

Performance

of

the

ATLAS

trigger

system

in

Run

3."

Eur

.

Phys

.

J

.

C

83, 729 (2023).

HONORS

&

AWARDS

2024

ATLAS

Outstanding

Achievement

Award

—

for

contributions

to

the

Inner

Tracker

upgrade

2022

CERN

Doctoral

Student

Grant

(

renewed

annually

through

2021)

2018

Max

Planck

Society

Fellowship

for

Early

-

Career

Researchers

2016

ETH

Medal

for

Outstanding

Master

'

s

Thesis

2014

German

Academic

Scholarship

Foundation

(

Studienstiftung

) —

full

graduate

funding

TEACHING

&

OUTREACH

Supervised

3

MSc

and

2

PhD

students

;

co

-

authored

4

papers

with

student

first

authors

.

Lecturer

for

"

Particle

Detector

Technologies

" —

LMU

Munich

,

WS

2023/24, 16

students

.

Organizer

of

CERN

'

s

"

Physics

for

Everyone

"

public

lecture

series

(2022–

2024),

reaching

3,800+

attendees

.

Developed

and

run

a

week

-

long

physics

bootcamp

for

30

incoming

PhD

students

(2023, 2024).

2 / 2

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