The Chancellor Philip Hammond will outline plans in Wednesday’s Budget to make hundreds of millions of pounds available to scientists and researchers to develop solutions to hi-tech challenges including artificial intelligence and robotics, next generation batteries and new techniques for manufacturing medicines.