diff --git a/README.md b/README.md
index dbf38eff..4a78e949 100644
--- a/README.md
+++ b/README.md
@@ -56,4 +56,4 @@ if [ "$branch" = "main" ]; then
   echo "You can't commit directly to main branch"
   exit 1
 fi
-```
\ No newline at end of file
+```
diff --git a/db/citations.yml b/db/citations.yml
index 59196ec4..cbc83bf9 100644
--- a/db/citations.yml
+++ b/db/citations.yml
@@ -3029,34 +3029,6 @@ bozin;prl23:
   url: https://doi.org/10.1103/PhysRevLett.131.036101
   volume: '131'
   year: '2023'
-karlsen;jac23:
-  ackno: ''
-  author:
-    - Martin A. Karlsen
-    - Jonas Billet
-    - Songsheng Tao
-    - Simon J.L. Billinge
-    - Dorthe B. Ravnsbæk
-  day: ''
-  doi: ''
-  entrytype: article
-  facility: ''
-  grant: efrc18
-  journal: J. Appl. Crystallogr.
-  month: tbd
-  nb: fy24, typeA
-  number: ''
-  optannote: ''
-  optnote: ''
-  pages: ''
-  synopsis: ''
-  tags: nanoparticle, tio2, battery
-  title: 'Operando pair distribution function analysis of
-nanocrystalline functional materials: the case of
-TiO2-bronze nanocrystals in Li-ion battery electrodes'
-  url: ''
-  volume: ''
-  year: '2023'
 bozin;s10:
   author:
     - Bo\v{z}in, Emil S.
@@ -4888,6 +4860,60 @@ frand;prm17:
   wwwemail: ''
   wwwpub: http://slapper.apam.columbia.edu/bib-eu9iifae/papers/17frandprm.pdf
   year: '2017'
+frank;unpub23:
+  ackno: We gratefully acknowledge funding from the Carlsberg Foundation (CF19-0585)
+    and the Danish National Research Foundation (Carbon Dioxide Activation Center,
+    DNRF 118). Affiliation with Center for Integrated Materials research (iMAT) at
+    Aarhus University is kindly acknowledged. PDF analysis in the Billinge group was
+    supported by was supported as part of GENESIS; A Next Generation Synthesis Center,
+    an Energy Frontier Research Center funded by the U.S. Department of Energy, Office
+    of Science, Basic Energy Sciences under Award Number DE-SC0019212. The authors
+    acknowledge DESY (Hamburg, Germany), a member of the Helmholtz Association HGF,
+    for provision of experimental facilities at PETRA III. We acknowledge MAX IV Laboratory
+    for time on Beamline DanMAX under Proposal 20221264 and Balder under Proposal
+    20220418. Research conducted at MAX IV is supported by the Swedish Research Council
+    under contract 2018-07152, the Swedish Governmental Agency for Innovation Systems
+    under contract 2018-04969, and Formas under contract 2019-02496. DanMAX is funded
+    by the NUFI grant no. 4059-00009B. DanScatt is acknowledged for funding travel
+    costs related to the synchrotron experiments. We thank Gönül Esen from Aarhus
+    University for performing the of ICP-OES measurements.
+  author:
+    - Sara Frank
+    - Marcel Ceccato
+    - Henrik S. Jeppesen
+    - Melissa J. Marks
+    - Mads L. N. Nielsen
+    - Ronghui Lu
+    - Jens Jakob Gammelgaard
+    - Jonathan Quinson
+    - Ruchi Sharma
+    - Julie S. Nielsen
+    - Sara Hjelme
+    - Cecilie Friberg Klysner
+    - Simon J. L. Billinge
+    - Justus Just
+    - Frederik Gjørup
+    - Jacopo Catalano
+    - Nina Lock
+  doi: ''
+  entrytype: article
+  facility: maxiv, desy
+  grant: null
+  journal: J. Appl. Crystallogr.
+  month: tbd
+  nb: ''
+  note: submitted
+  number: ''
+  pages: ''
+  professional_summary: ''
+  synopsis: A novel cell is described for in situ and operando electrochemical measurements
+  tags: operando, insitu
+  title: The {AUREX} cell – a versatile operando electrochemical cell for studying
+    catalytic materials using X-ray diffraction, total scattering, and X-ray absorption
+    spectroscopy under working conditions
+  url: ''
+  volume: ''
+  year: '2024'
 fujit;s14:
   author:
     - Fujita, K.
@@ -6724,6 +6750,33 @@ kane;cm96:
   wwwlanl: ''
   wwwpub: http://slapper.apam.columbia.edu/bib-eu9iifae/papers/96kanecm.pdf
   year: '1996'
+karlsen;jac23:
+  ackno: ''
+  author:
+    - Martin A. Karlsen
+    - Jonas Billet
+    - Songsheng Tao
+    - Simon J.L. Billinge
+    - Dorthe B. Ravnsbæk
+  day: ''
+  doi: ''
+  entrytype: article
+  facility: ''
+  grant: efrc18
+  journal: J. Appl. Crystallogr.
+  month: tbd
+  nb: fy24, typeA
+  number: ''
+  optannote: ''
+  optnote: ''
+  pages: ''
+  synopsis: ''
+  tags: nanoparticle, tio2, battery
+  title: 'Operando pair distribution function analysis of nanocrystalline functional
+    materials: the case of TiO2-bronze nanocrystals in Li-ion battery electrodes'
+  url: ''
+  volume: ''
+  year: '2023'
 kim;prb07:
   author:
     - Kim, H. J.
diff --git a/db/people.yml b/db/people.yml
index 943265d8..7fa8870b 100644
--- a/db/people.yml
+++ b/db/people.yml
@@ -49,7 +49,7 @@ aabeykoon:
   name: A. M. Milinda Abeykoon
   position: assistant scientist
 aajayi:
-  active: true
+  active: false
   aka: []
   avatar: https://github.com/aajayi-21.png
   bio: Adeolu is a rising sophomore at Columbia Engineering studying Applied Mathematics
@@ -1074,7 +1074,7 @@ cyshi:
   name: Chenyang Shi
   position: scientist
 dbkim:
-  active: true
+  active: false
   aka:
     - David Kim
     - DK
@@ -1202,7 +1202,7 @@ dpodgorski:
   name: Dragica Podgorski
   position: unknown
 dschmuckler:
-  active: true
+  active: false
   aka: []
   avatar: https://github.com/.png
   bio: bio
@@ -2112,7 +2112,7 @@ hyavas:
   name: Hasan Yavas
   position: scientist
 iadnan:
-  active: true
+  active: false
   aka:
     - Ibrahim (Abraham) Adnan
     - Ibrahim ALIbrahim
@@ -2163,7 +2163,7 @@ iadnan:
   orcid_id: 0009-0007-8256-9733
   position: Masters Researcher
 idouglas:
-  active: true
+  active: false
   aka: []
   avatar: https://github.com/imanis-d.png
   bio: bio
@@ -3974,7 +3974,7 @@ rkoch:
   position: post-doctoral scholar
   title: Dr.
 rlee:
-  active: true
+  active: false
   aka: []
   avatar: https://github.com/sl5035.png
   bio: bio
@@ -6038,10 +6038,10 @@ ycchen:
     - begin_date: 2023-10-23
       end_date: 2024-05-31
       organization: columbiau
-      position: undergraduate researcher
+      position: masters researcher
       group: bg
       advisor: sbillinge
-      status: undergrad
+      status: ms
   github_id: yucongalicechen
   grp_mtg_active: true
   name: Yucong Chen
diff --git a/db/projects.yml b/db/projects.yml
index 654340ff..44eeec3e 100644
--- a/db/projects.yml
+++ b/db/projects.yml
@@ -148,7 +148,8 @@ dmref15:
   active: false
   description: Advancing applied mathematics and computational approaches to the study
     of the nanostructure of materials
-  grant: dmref15
+  grants:
+    - dmref15
   group: bg
   highlights:
     - year: 2021
@@ -231,7 +232,8 @@ dmref19:
     lower in energy, and in symmetry, than the observed crystal structure.  This project
     is to try and gain insight into this novel phenomenon through a combined mathematics,
     AI, theory, and experimental campaign.
-  grant: dmref19
+  grants:
+    - dmref19
   group: bg
   highlights:
     - year: 2022
@@ -280,7 +282,8 @@ dmref19:
 dmrefcheme16:
   active: false
   description: Apply AI and machine learning to get better gas separation membranes
-  grant: dmrefcheme16
+  grants:
+    - dmrefcheme16
   group: bg
   highlights:
     - year: 2019
@@ -338,7 +341,8 @@ efrc18:
   description: A group project led from Stony Brook University.  Columbia is a major
     partner with myself leading one of the thrusts.  The goal is to use in-situ synthesis
     and data analytics to try and understand the science behind materials synthesis
-  grant: efrc18
+  grants:
+    - efrc18
   group: bg
   highlights:
     - year: 2020
@@ -406,7 +410,8 @@ fwp17:
   active: false
   description: Searching for local structural effects in strongly correlated electron
     materials using x-ray and neutron scattering
-  grant: fwp17
+  grants:
+    - fwp17
   group: bg
   highlights:
     - year: 2021
@@ -502,7 +507,8 @@ matsci_colab:
 mrsec14:
   active: false
   description: Study of nanoparticle assemblies and superatom systems
-  grant: mrsec14
+  grants:
+    - mrsec14
   group: bg
   highlights:
     - year: 2018