Evelina and spell-checker

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 %\subtitle{Research and Technology}{\faSuitcase}
 \subtitle{Research and development}{\faSuitcase}
 
-While the focus of my research is computing technolgies, the developed instrumentation enabled major scientific break-troughs achieved by KATRIN~\cite{katrin2019limit} and ASEC~\cite{chili2010thunderstorm} collaborations.
-Bellow are referenced selected peer-reviewed publications which are either edited by me and my students or where we made a significant contribution.
+While the focus of my research is computing technologies, the developed instrumentation enabled major scientific break-throughs achieved by KATRIN~\cite{katrin2019limit} and ASEC~\cite{chili2010thunderstorm} collaborations.
+Below are referenced selected peer-reviewed publications which are either authored by me and my students or where we made a significant contribution.
 
 \begin{verycomplexevents}
 % We don't list experiments which are handled torugh the software (with exceptions dedicated applications?), only direct impact.
@@ -14,35 +14,35 @@ Bellow are referenced selected peer-reviewed publications which are either edite
 
  \datedeventsection{\since{2011}}{High-bandwidth data acquisition and data-driven control}{}
 %  \research	{starting}		{}		{}		{Adoption of}{high-performance and cloud computing for online data processing}
-  \research	{\ivl{2018}{2019}}	{PyHST}		{}		{Fine tunning}{tomographic reconstruction to evolving GPU architectures trough performance modelings~\cite{csa2020rtip}}
-  \research	{\ivl{2016}{2017}}	{}		{CMS}		{Participated}{in a case study on applications of GPUs in L1 track trigger for the next upgrade of CMS experiment~\cite{mohr2017cms}}
-  \technology	{\ivl{2016}{2017}}	{UFO}		{KARA}		{Designed}{a full chain of instrumentation for high-speed synchrotron imaging with online reconstruction and image-based feedback loop~\cite{kopmann2017ufo,stevanovic2015concert}}
+  \research	{\ivl{2018}{2019}}	{UFO,PyHST}	{}		{Fine-tuning}{of tomographic reconstruction algorithms through micro-benchmarking and performance modeling~\cite{csa2020rtip}}
+  \research	{\ivl{2016}{2017}}	{}		{CMS}		{Participated}{in a case study on applications of GPUs in Level-1 track trigger for the next upgrade of the \refexp{CMS} experiment~\cite{mohr2017cms}}
+  \technology	{\ivl{2016}{2017}}	{UFO}		{KARA}		{Designed}{a full chain of instrumentation for synchrotron imaging beamlines with possibility of online reconstruction and image-based feedback loop~\cite{kopmann2017ufo,stevanovic2015concert}}
   \research	{\ivl{2015}{2016}}	{Alps}		{KARA}		{Researched}{low-latency communication mechanisms for data-driven control applications~\cite{vogelgesang2016dgma}} %dritschler2014using
-  \technology	{\ivl{2014}{2015}}	{Alps}		{KARA}		{Implemented}{fast DMA drivers with GPUDirect/DirectGMA support~\cite{rota2015dma}}
-  \research	{\ivl{2013}{2014}}	{UFO,PyHST}	{KARA,ESRF}	{Reviewed}{assymptotically fast methods of tomographic reconstruition suitable for GPU architectures~\cite{rshkarin2015}}
-  \research	{\ivl{2011}{2013}}	{UFO}		{KARA}		{Researched}{pipelined architectures for online processing of image-streams~\cite{vogelgesang2012ufo}}
-  \technology	{\ivl{2011}{2013}}	{Alps}		{KARA}		{Developed}{streaming data acquisition platform for scientific cameras (readout,debugging,storage)~\cite{caselle2013camera}}% readout framework, camera drivers, absraction, streaming storage, scripting & debugging
+  \technology	{\ivl{2014}{2015}}	{Alps}		{KARA}		{Implemented}{fast DMA drivers with GPUDirect / DirectGMA support~\cite{rota2015dma}}
+  \research	{\ivl{2013}{2014}}	{UFO,PyHST}	{KARA,ESRF}	{Reviewed}{asymptotically fast methods of tomographic reconstruction well-fitted for GPU architectures~\cite{rshkarin2015}}
+  \research	{\ivl{2011}{2013}}	{UFO}		{KARA}		{Researched}{software architectures for online processing of image streams~\cite{vogelgesang2012ufo}}
+  \technology	{\ivl{2011}{2013}}	{Alps}		{KARA}		{Developed}{streaming data acquisition platform for scientific cameras~\cite{caselle2013camera}}% (readout, debugging, storage) / :readout framework, camera drivers, absraction, streaming storage, scripting & debugging
 
  \datedeventsection{\since{2007}}{Parallel architectures, performance analysis, and software optimization}{verycomplexevents}
-  \technology	{\ivl{2020}{2021}}	{CCPi}		{UoM}		{Applied}{methods of approximate computing to enable reconstruction of large datasets~\cite{ametova2021neutron}}
-  \research	{\ivl{2017}{2018}}	{PyHST}		{}		{Researched}{performance inbalances and hidden parallelism in GPU architectures~\cite{csa2018sbac}} % Balancing part is new, everything else was done earlier...
-  \technology	{\ivl{2014}{2017}}	{UFO}		{KARA}		{Investigated}{viable compromises between quality and parallelization capabilites of tomographic algorithms~\cite{ashkarin2015}}
-  \technology	{\ivl{2013}{2014}}	{UFO}		{}		{Developed}{parallel algorithms for uPIV (micro-particle velocimetry)~\cite{cavadini2018upiv}}
-  \technology	{2010}			{MRSES}		{ASEC}		{Leveraged}{PoweXCell architecture for MRSES feature selection algorithm [5000x speed-up]}
+  \technology	{\ivl{2020}{2021}}	{CCPi}		{UoM}		{Applied}{methods of approximate computing to enable reconstruction of large datasets using memory-intensive regularization methods~\cite{ametova2021neutron}}
+  \research	{\ivl{2017}{2018}}	{PyHST}		{}		{Researched}{performance imbalances and hidden parallelism in GPU architectures; proposed how they can be exploited to speed-up tomographic reconstruction~\cite{csa2018sbac}} % Balancing part is new, everything else was done earlier...
+  \technology	{\ivl{2014}{2017}}	{UFO}		{KARA}		{Investigated}{viable compromises between reconstruction quality and parallelization capabilities of tomographic algorithms~\cite{ashkarin2015}}
+  \technology	{\ivl{2013}{2014}}	{UFO}		{}		{Developed}{parallel algorithms for $\mu$PIV (micro-particle velocimetry)~\cite{cavadini2018upiv}}
+  \technology	{2010}			{MRSES}		{ASEC}		{Leveraged}{PoweXCell architecture for MRSES feature selection algorithm (5000x speed-up compared to MATLAB prototype)}
   \technology	{\ivl{2009}{2010}}	{PyHST}		{KARA,ESRF}	{Optimized}{PyHST tomographic reconstruction framework~\cite{csa2011pyhst}}
-  \technology	{\ivl{2009}{2010}}	{DictHW}	{}		{Developed}{GPU implementation of digital image correlation and tracking algorithm [10x speed-up]}
+  \technology	{\ivl{2009}{2010}}	{DictHW}	{}		{Implemented}{a digital image correlation and tracking algorithm for GPUs} %(10x speed-up)
   \technology	{\ivl{2007}{2008}}	{XMLBench}	{}		{Carried out}{a performance study of open-source XML frameworks~\cite{csa2009xmlbench}}
 
  \datedeventsection{\since{1999}}{Digitization, data organization, and distributed control systems}{verycomplexevents}
-  \research	{\since{2019}}		{KaaS}		{KATRIN}	{Research}{cloud technologies for highly heterogeneous control systems in large-scale scientific experiments [expected]} % KATRIN paper to be added, ADEI-cloudificatin separated as stand-alone point
+  \research	{\since{2019}}		{KaaS}		{KATRIN}	{Researching}{cloud technologies for highly heterogeneous control systems in large-scale scientific experiments [in preparation]} % KATRIN paper to be added, ADEI-cloudificatin separated as stand-alone point
   \research	{\ivl{2015}{2017}}	{WAVe}		{KARA}		{Researched}{remote visualization techniques for large and time-resolved tomographic volumes~\cite{ntj2017wave,losel2020biomedisa}} % Compression could be continuation of this (19/20)
   \research	{\ivl{2013}{2015}}	{ADEI}		{ASEC}		{Researched}{emerging web technologies for management and visualization of terabyte-scale archives with time-series}	% This is about ADEI2 attempts (but no publication)
   \technology	{\ivl{2011}{2014}}	{ADEI}		{ASEC}		{Converted}{KATRIN data management system into a full flagged platform for time-series exploration and analysis}	% ADEI analysis, etc.
-  \technology	{\ivl{2008}{2010}}	{ADEI}		{KATRIN}	{Developed}{data management components of KATRIN slow control system~\cite{csa2010adei}}				% Lets assume it includes ADEI/Control
+  \technology	{\ivl{2008}{2010}}	{ADEI}		{KATRIN}	{Developed}{data management components of KATRIN control system~\cite{csa2010adei}}					% Lets assume it includes ADEI/Control
   \technology	{\ivl{2007}{2008}}	{}		{KATRIN}	{Stabilized}{KATRIN slow control system for production use~\cite{katrin2015detector}}
-  \technology	{\ivl{2005}{2006}}	{ADAS}		{ASEC}		{Developed}{a distributed data acquisition system for particle detector networks~\cite{csa2009sevan}}
-  \research	{\ivl{2002}{2004}}	{ADAS}		{ASEC,KATRIN}	{Researched}{fast network protocols for heterogeneous slow control systems~\cite{eppler2004opc}}
-  \technology	{\ivl{1999}{2001}}	{}		{}		{Evaluated}{hardware-accelerated neural-networks for trigger applications~\cite{vardanyan2001sand}}
+  \technology	{\ivl{2005}{2006}}	{ADAS}		{ASEC}		{Developed}{a data acquisition system for particle detector networks~\cite{csa2009sevan}}
+  \research	{\ivl{2002}{2004}}	{ADAS}		{ASEC,KATRIN}	{Researched}{network protocols for heterogeneous slow control systems~\cite{eppler2004opc}}
+  \technology	{\ivl{1999}{2001}}	{}		{}		{Evaluated}{hardware-accelerated neural networks for trigger applications~\cite{vardanyan2001sand}}
 \end{verycomplexevents}
 
 %  \research {\since{2020}}		{Group - Application }