Janus Juul Eriksen
@januseriksen.bsky.social
710 followers 170 following 60 posts
Assoc. prof. in #compchem at DTU (🇩🇰) -- Previously: Bristol Uni (🇬🇧) & Uni Mainz (🇩🇪). Member of @theyoungacademydk.bsky.social (🇩🇰, 2022-27).
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januseriksen.bsky.social
The call for the first 2y postdoc position on this new project with a start by early 2026 (Jan/Feb) is now live:

efzu.fa.em2.oraclecloud.com/hcmUI/Candid...

Please share & repost. Deadline is 14 Sept. Copenhagen is a truly wonderful place to live and we offer excellent terms of employment at DTU.
Reposted by Janus Juul Eriksen
information.dk
Regeringen har ikke fundet midler til at sikre det digitale opslagsværk Den Danske Ordbog.
»I en tid, hvor fakta er til forhandling, og hvor kunstig intelligens gør det sværere at skelne sandt fra falsk, er der akut brug for troværdige, offentligt tilgængelige opslagsværker,« skriver Rasmus Elmelund
Hovedløst ikke at sikre Den Danske Ordbog
I en tid, hvor AI gør det sværere at skelne sandt fra falsk, er der akut brug for troværdige, offentligt tilgængelige opslagsværker. Det er uforståeligt, at Den Danske Ordbog er lukningstruet
www.information.dk
Reposted by Janus Juul Eriksen
janhjensen.bsky.social
#compchem
januseriksen.bsky.social
New preprint online today - spearheaded by my very talented postdoc, Jonas - on a new reusable, open-source software implementation of the second-order trust region algorithm:

arxiv.org/abs/2509.13931

Here are some of the reasons why this library may be useful for a great many in our community. 👇
A Reusable Library for Second-Order Orbital Optimization Using the Trust Region Method
We present a reusable, open-source software implementation of the second-order trust region algorithm in the new OpenTrustRegion library. We apply the implementation to the general-purpose optimizatio...
arxiv.org
januseriksen.bsky.social
As such, we believe our work on the OpenTrustRegion library has massive potential in making genuine and robust second-order methods widely applicable throughout our community. This is the first paper in a new Nordic collaboration with @idamaho.bsky.social & Susi Lehtola. More to come!
januseriksen.bsky.social
Our permissibly licensed implementation can be included within both free and open-source, academically licensed closed-source, and commercial software packages. In the study, we present examples of interfaces to three different codes, and we bid future interfaces and extensions most welcome.
januseriksen.bsky.social
To that end, our implementation guarantees robust convergence onto a local minimum in both SCF calculations and other types of applications, and we demonstrate the difference in speed to conventional methods to be negligible, even for relatively simple systems.
januseriksen.bsky.social
In our opinion, the risk of false convergences onto saddle points in applications of HF and KS-DFT is undeniably real for first-order (and even many second-order) solvers to all but the most simple of molecular systems. These can only be safely avoided by employing robust second-order optimization.
januseriksen.bsky.social
As examples, our study presents applications to ground-state self-consistent field (SCF) calculations as well as the spatial localization and symmetrization of molecular orbitals, and we further highlight a variety of other interesting use cases towards the end.
januseriksen.bsky.social
The OpenTrustRegion library is designed with an intention to be more versatile, more robust, and more reusable than any previously reported implementation of the second-order trust region method for general electronic-structure calculations.
januseriksen.bsky.social
New preprint online today - spearheaded by my very talented postdoc, Jonas - on a new reusable, open-source software implementation of the second-order trust region algorithm:

arxiv.org/abs/2509.13931

Here are some of the reasons why this library may be useful for a great many in our community. 👇
A Reusable Library for Second-Order Orbital Optimization Using the Trust Region Method
We present a reusable, open-source software implementation of the second-order trust region algorithm in the new OpenTrustRegion library. We apply the implementation to the general-purpose optimizatio...
arxiv.org
Reposted by Janus Juul Eriksen
januseriksen.bsky.social
🚨 10 days left until deadline (14 Sept) 🚨
januseriksen.bsky.social
The call for the first 2y postdoc position on this new project with a start by early 2026 (Jan/Feb) is now live:

efzu.fa.em2.oraclecloud.com/hcmUI/Candid...

Please share & repost. Deadline is 14 Sept. Copenhagen is a truly wonderful place to live and we offer excellent terms of employment at DTU.
januseriksen.bsky.social
Et forsøg på åndsrustbekæmpelse. Regeringen melder i dag ud, at den vil afsætte 68 mio. kr. til at styrke tysk og fransk på landets videregående uddannelser:

ufm.dk/aktuelt/pres...
Reposted by Janus Juul Eriksen
januseriksen.bsky.social
The call is now live. Please see this thread for further information:

bsky.app/profile/janu...
qmechanic.bsky.social
Interesting opportunity for young scientists with an excellent PI: bsky.app/profile/janu...

#CompChemSky #compchem #EUChemJobs #ChemJobs
januseriksen.bsky.social
I will soon advertise a call for a 2y-postdoc position in my group intended for a talented, motivated, and ambitious candidate to help develop new ways to promote bonds as kernels in the interpretation of chemical simulations.
januseriksen.bsky.social
The call is now live. Please see this thread for further information:

bsky.app/profile/janu...
chemjobber.bsky.social
#chempostdoc #chemsky 🧪⚗️
januseriksen.bsky.social
I will soon advertise a call for a 2y-postdoc position in my group intended for a talented, motivated, and ambitious candidate to help develop new ways to promote bonds as kernels in the interpretation of chemical simulations.
januseriksen.bsky.social
Please see the official call for more information. In case you have specific questions related to the position or research theme, then write me directly: janus [at] dtu [dot] dk.
januseriksen.bsky.social
The call for the first 2y postdoc position on this new project with a start by early 2026 (Jan/Feb) is now live:

efzu.fa.em2.oraclecloud.com/hcmUI/Candid...

Please share & repost. Deadline is 14 Sept. Copenhagen is a truly wonderful place to live and we offer excellent terms of employment at DTU.
Reposted by Janus Juul Eriksen
chemjobber.bsky.social
#chempostdoc #chemsky 🧪⚗️
januseriksen.bsky.social
I will soon advertise a call for a 2y-postdoc position in my group intended for a talented, motivated, and ambitious candidate to help develop new ways to promote bonds as kernels in the interpretation of chemical simulations.
Reposted by Janus Juul Eriksen
qmechanic.bsky.social
Interesting opportunity for young scientists with an excellent PI: bsky.app/profile/janu...

#CompChemSky #compchem #EUChemJobs #ChemJobs
januseriksen.bsky.social
I will soon advertise a call for a 2y-postdoc position in my group intended for a talented, motivated, and ambitious candidate to help develop new ways to promote bonds as kernels in the interpretation of chemical simulations.
januseriksen.bsky.social
The ideal candidate for the position is a driven early-career scientist with a deep and genuine interest in seeking to better influence and complement chemical synthesis by inferring mechanistic details and reaction rules.
januseriksen.bsky.social
I will soon advertise a call for a 2y-postdoc position in my group intended for a talented, motivated, and ambitious candidate to help develop new ways to promote bonds as kernels in the interpretation of chemical simulations.