SlideShare a Scribd company logo
Teaching NMR spectroscopy using
        online resources from the
       Royal Society of Chemistry

        Antony J Williams, Alexey Pshenichnov,
          Valery Tkachenko and Richard Oakley
                         ACS San Diego March 2012
NMR Spectroscopy on the Internet
   Presentations, tutorials and guidance
   Tables of information
   Spectral data for download
   Assigned NMR spectra – tables
   NMR prediction algorithms – free and commercial

 RSC is working hard on Spectroscopy….
RSC Spectroscopy Resources
 ChemSpider for storing spectral data > 2000
  spectra (www.chemspider.com)

 ChemSpider serving up data for the SpectralGame
  (www.spectralgame.com)

 SpectraSchool for learning about interpreting
  spectra. Not just NMR (http://spectraschool.rsc.org/
  )

 MORE planned…
ChemSpider
 27 million chemicals with associated data…
Cholesterol on ChemSpider
ChemSpider : Spectra Linked
Spectra Linked
Spectra Linked
Sources of Spectra
 Sourced from online sources with permission

 Private collections

 The MAJORITY deposited by ChemSpider users
Spectral Uploading
 Locate the structure of interest and deposit
  spectrum
Spectral Uploading
 Various types of NMR spectra supported
Regular Updates
Multiple Spectra for One Structure
ChemSpider ID 24528095 H1 NMR
ChemSpider ID 24528095 C13 NMR
ChemSpider ID 24528095 HHCOSY
ChemSpider ID 24528095 HSQC
ChemSpider ID 24528095 HMBC
Full C13 assignment uploaded
Available Spectra
http://www.chemspider.com/spectra.aspx
Embedding Data
Learn Chemistry Wiki
Learn Chemistry Wiki Substances
Learn Chemistry Wiki Substances
Learn Chemistry Wiki Substances
Learn Chemistry Wiki Substances
Learn Chemistry Wiki Substances
NMRShiftDB: http://www.ebi.ac.uk/nmrshiftdb/
Learn Chemistry Wiki Substances
Where do data come from?
 ChemSpider users deposit data
 Some contributions from NIST
 Chemical vendors are starting to provide data.
  Synthonix are one of our major contributors
  (www.synthonix.com)
Web Services
www.SpectralGame.com
http://www.jcheminf.com/content/1/1/9
Spectral Game
Increasing Complexity
SpectralGame in the hand
ChemDoodle Web Components
 An open-source and free HTML5 toolkit.
 For desktop and mobile browsers.
SpectraSchool http://spectraschool.rsc.org/
SpectraSchool Videos
SpectraSchool
SpectraSchool
Identify Mode
Spectroscopy in a Suitcase
Invitations
 Spectral data are welcomed from associated
  syntheses, lab experiments etc

 Upload structures, spectra, analyses etc to
  ChemSpider to share with the community

 Use www.SpectralGame.com and encourage your
  students
Coming Soon
 Storage and display of ASSIGNED spectra
Acknowledgments
 Alexey Pshenichnov, University of Leicester and Richard
  Oakley – SpectraSchool

 Aileen Day and Martin Walker – Learn Chemistry Wiki

 Jean-Claude Bradley, Andrew Lang, Robert Lancashire,
  Kevin Thiesen (ChemDoodle) – SpectralGame

 Gary Allred and Chi Wang – Synthonix Data

 Ryan Sasaki, Sergey Golotvin, Pranas Japertas ACD/Labs
  –Bulk data processing and Display Widget

 Depositors of data – there are many!
Thank you

Email: williamsa@rsc.org
Twitter: ChemConnector
Personal Blog: www.chemconnector.com
SLIDES: www.slideshare.net/AntonyWilliams

More Related Content

Similar to Teaching NMR spectroscopy using online resources from rsc

ChemSpider, how a free community resource of data can support teaching NMR sp...
ChemSpider, how a free community resource of data can support teaching NMR sp...ChemSpider, how a free community resource of data can support teaching NMR sp...
ChemSpider, how a free community resource of data can support teaching NMR sp...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
Chem Spider Building An Online Database Of Open Spectra
Chem Spider  Building An Online Database Of Open Spectra Chem Spider  Building An Online Database Of Open Spectra
Building a Community Resource of Open Spectral Data
Building a Community Resource of Open Spectral DataBuilding a Community Resource of Open Spectral Data
RSC ChemSpider as an environment for teaching and sharing chemistry
RSC ChemSpider as an environment for teaching and sharing chemistryRSC ChemSpider as an environment for teaching and sharing chemistry
RSC ChemSpider as an environment for teaching and sharing chemistry
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
How ACDLabs Software Tools are used by the Royal Society of Chemistry
How ACDLabs Software Tools are used by the Royal Society of ChemistryHow ACDLabs Software Tools are used by the Royal Society of Chemistry
How ACDLabs Software Tools are used by the Royal Society of Chemistry
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider Crawling Across the Web of Chemistry Using ChemSpider
Why Chemistry and the Web Will Benefit from a ChemSpider
Why Chemistry and the Web Will Benefit from a ChemSpiderWhy Chemistry and the Web Will Benefit from a ChemSpider
RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
Structure verification and elucidation using the ChemSpider database
Structure verification and elucidation using the ChemSpider databaseStructure verification and elucidation using the ChemSpider database
Structure verification and elucidation using the ChemSpider database
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
Dealing with the complex challenge of managing diverse analytical chemistry d...
Dealing with the complex challenge of managing diverse analytical chemistry d...Dealing with the complex challenge of managing diverse analytical chemistry d...
Dealing with the complex challenge of managing diverse analytical chemistry d...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
Building global chemistry network at the royal society of chemistry
Building global chemistry network at the royal society of chemistryBuilding global chemistry network at the royal society of chemistry
Building global chemistry network at the royal society of chemistry
Valery Tkachenko
 
ChemSpider Overview SLides August 2007
ChemSpider Overview SLides August 2007ChemSpider Overview SLides August 2007
RSC ChemSpider for students
RSC ChemSpider for studentsRSC ChemSpider for students
RSC ChemSpider for students – The Free Chemistry Database for the Community
RSC ChemSpider for students – The Free Chemistry Database for the CommunityRSC ChemSpider for students – The Free Chemistry Database for the Community
RSC ChemSpider for students – The Free Chemistry Database for the Community
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
RSC ChemSpider for students
RSC ChemSpider for studentsRSC ChemSpider for students
Marrying ACDLabs technologies to eScience Projects at the Royal Society of C...
Marrying ACDLabs technologies to eScience Projects at the  Royal Society of C...Marrying ACDLabs technologies to eScience Projects at the  Royal Society of C...
Marrying ACDLabs technologies to eScience Projects at the Royal Society of C...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
The Benefits to Chemical Vendors of Putting their data on ChemSpider
The Benefits to Chemical Vendors of Putting their data on ChemSpiderThe Benefits to Chemical Vendors of Putting their data on ChemSpider
The Benefits to Chemical Vendors of Putting their data on ChemSpider
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...
Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...
Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...
US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...
US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 

Similar to Teaching NMR spectroscopy using online resources from rsc (20)

ChemSpider, how a free community resource of data can support teaching NMR sp...
ChemSpider, how a free community resource of data can support teaching NMR sp...ChemSpider, how a free community resource of data can support teaching NMR sp...
ChemSpider, how a free community resource of data can support teaching NMR sp...
 
Chem Spider Building An Online Database Of Open Spectra
Chem Spider  Building An Online Database Of Open Spectra Chem Spider  Building An Online Database Of Open Spectra
Chem Spider Building An Online Database Of Open Spectra
 
Building a Community Resource of Open Spectral Data
Building a Community Resource of Open Spectral DataBuilding a Community Resource of Open Spectral Data
Building a Community Resource of Open Spectral Data
 
RSC ChemSpider as an environment for teaching and sharing chemistry
RSC ChemSpider as an environment for teaching and sharing chemistryRSC ChemSpider as an environment for teaching and sharing chemistry
RSC ChemSpider as an environment for teaching and sharing chemistry
 
How ACDLabs Software Tools are used by the Royal Society of Chemistry
How ACDLabs Software Tools are used by the Royal Society of ChemistryHow ACDLabs Software Tools are used by the Royal Society of Chemistry
How ACDLabs Software Tools are used by the Royal Society of Chemistry
 
Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider
 
Why Chemistry and the Web Will Benefit from a ChemSpider
Why Chemistry and the Web Will Benefit from a ChemSpiderWhy Chemistry and the Web Will Benefit from a ChemSpider
Why Chemistry and the Web Will Benefit from a ChemSpider
 
RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...
 
Structure verification and elucidation using the ChemSpider database
Structure verification and elucidation using the ChemSpider databaseStructure verification and elucidation using the ChemSpider database
Structure verification and elucidation using the ChemSpider database
 
Dealing with the complex challenge of managing diverse analytical chemistry d...
Dealing with the complex challenge of managing diverse analytical chemistry d...Dealing with the complex challenge of managing diverse analytical chemistry d...
Dealing with the complex challenge of managing diverse analytical chemistry d...
 
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
 
Building global chemistry network at the royal society of chemistry
Building global chemistry network at the royal society of chemistryBuilding global chemistry network at the royal society of chemistry
Building global chemistry network at the royal society of chemistry
 
ChemSpider Overview SLides August 2007
ChemSpider Overview SLides August 2007ChemSpider Overview SLides August 2007
ChemSpider Overview SLides August 2007
 
RSC ChemSpider for students
RSC ChemSpider for studentsRSC ChemSpider for students
RSC ChemSpider for students
 
RSC ChemSpider for students – The Free Chemistry Database for the Community
RSC ChemSpider for students – The Free Chemistry Database for the CommunityRSC ChemSpider for students – The Free Chemistry Database for the Community
RSC ChemSpider for students – The Free Chemistry Database for the Community
 
RSC ChemSpider for students
RSC ChemSpider for studentsRSC ChemSpider for students
RSC ChemSpider for students
 
Marrying ACDLabs technologies to eScience Projects at the Royal Society of C...
Marrying ACDLabs technologies to eScience Projects at the  Royal Society of C...Marrying ACDLabs technologies to eScience Projects at the  Royal Society of C...
Marrying ACDLabs technologies to eScience Projects at the Royal Society of C...
 
The Benefits to Chemical Vendors of Putting their data on ChemSpider
The Benefits to Chemical Vendors of Putting their data on ChemSpiderThe Benefits to Chemical Vendors of Putting their data on ChemSpider
The Benefits to Chemical Vendors of Putting their data on ChemSpider
 
Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...
Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...
Utilizing ChemSpider As A Platform For Education And Exposure Of Student Data...
 
US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...
US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...
US EPA CompTox Chemicals Dashboard Data Integration Hub to Support Environmen...
 

Recently uploaded

GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...
ThomasParaiso2
 
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdfUni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems S.M.S.A.
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Paige Cruz
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
Kari Kakkonen
 
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Nexer Digital
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfSAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
Peter Spielvogel
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
Aftab Hussain
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
Pushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 daysPushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 days
Adtran
 
A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...
sonjaschweigert1
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
KatiaHIMEUR1
 
By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024
Pierluigi Pugliese
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
Neo4j
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Neo4j
 

Recently uploaded (20)

GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...GridMate - End to end testing is a critical piece to ensure quality and avoid...
GridMate - End to end testing is a critical piece to ensure quality and avoid...
 
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdfUni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdf
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
 
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfSAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
Pushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 daysPushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 days
 
A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
 
By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
 

Teaching NMR spectroscopy using online resources from rsc